B: X train estimated
B: X train observed
17576
ROWS
116929
0
DUPLICATES
0
3.4 MB
RAM
22.0 MB
47
FEATURES
46
10
CATEGORICAL
10
35
NUMERICAL
35
2
TEXT
1
2.2.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
date_calc
VALUES:
17,576
(100%)
MISSING:
---
DISTINCT:
184
(1%)
96
<1%
-
-
2023-01-28 08:00:04
96
<1%
-
-
2023-03-03 08:00:09
96
<1%
-
-
2023-02-22 08:00:04
96
<1%
-
-
2023-02-23 08:00:04
96
<1%
-
-
2023-02-24 08:00:09
96
<1%
-
-
2023-02-25 08:00:04
96
<1%
-
-
2023-02-26 08:00:04
16,904
96%
-
-
(Other)
2
date_forecast
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
17,576
(100%)
116,929
(100%)
1
<1%
-
-
2022-10-28 22:00:00
1
<1%
-
-
2023-02-28 22:30:00
1
<1%
-
-
2023-03-01 00:00:00
1
<1%
-
-
2023-02-28 23:45:00
1
<1%
-
-
2023-02-28 23:30:00
1
<1%
-
-
2023-02-28 23:15:00
1
<1%
-
-
2023-02-28 23:00:00
17,569
>99%
116,929
100%
(Other)
3
absolute_humidity_2m:gm3
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
79
(<1%)
168
(<1%)
ZEROES:
---
---
MAX
8.80
17.50
95%
6.90
11.30
Q3
5.10
8.00
AVG
4.09
6.13
MEDIAN
3.90
5.50
Q1
3.00
4.10
5%
1.80
2.30
MIN
1.00
0.70
RANGE
7.80
16.8
IQR
2.10
3.90
STD
1.51
2.73
VAR
2.29
7.44
KURT.
-0.323
-0.046
SKEW
0.386
0.657
SUM
71,941
716k
4
air_density_2m:kgm3
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
160
(<1%)
274
(<1%)
ZEROES:
---
---
MAX
1.370
1.426
95%
1.334
1.311
Q3
1.299
1.277
AVG
1.280
1.254
MEDIAN
1.278
1.254
Q1
1.261
1.230
5%
1.233
1.199
MIN
1.210
1.151
RANGE
0.160
0.275
IQR
0.038
0.047
STD
0.029
0.035
VAR
8.50e-4
0.001
KURT.
0.074
0.821
SKEW
0.372
0.388
SUM
22,506
147k
5
ceiling_height_agl:m
VALUES:
13,887
(79%)
98,157
(84%)
MISSING:
3,689
(21%)
18,772
(16%)
DISTINCT:
11,127
(63%)
44,485
(38%)
ZEROES:
---
---
MAX
12,317
12,329
95%
8,156
8,270
Q3
4,755
3,412
AVG
3,247
2,651
MEDIAN
2,737
1,732
Q1
1,180
1,038
5%
85
419
MIN
28
28
RANGE
12,289
12,301
IQR
3,574
2,374
STD
2,496
2,405
VAR
6.2M
5.8M
KURT.
0.094
1.76
SKEW
0.855
1.56
SUM
45.1M
260.3M
6
clear_sky_energy_1h:J
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
6,866
(39%)
62,565
(54%)
ZEROES:
10,707
(61%)
54,141
(46%)
MAX
2.6M
3.0M
95%
1.6M
2.5M
Q3
0.1M
0.9M
AVG
0.2M
0.5M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
2.6M
3.0M
IQR
137k
869k
STD
517k
840k
VAR
267.6B
705.2B
KURT.
5.65
0.833
SKEW
2.53
1.46
SUM
4.2B
63.4B
7
clear_sky_rad:W
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
3,253
(19%)
8,316
(7%)
ZEROES:
11,440
(65%)
59,034
(50%)
MAX
712
836
95%
443
696
Q3
37
242
AVG
66
151
MEDIAN
0
0
Q1
0
0
5%
0
0
MIN
0
0
RANGE
712
836
IQR
37.4
242
STD
144
234
VAR
20,782
54,722
KURT.
5.64
0.831
SKEW
2.52
1.46
SUM
1.2M
17.6M
8
cloud_base_agl:m
VALUES:
15,613
(89%)
109,456
(94%)
MISSING:
1,963
(11%)
7,473
(6%)
DISTINCT:
11,438
(65%)
38,285
(33%)
ZEROES:
---
---
MAX
10,814
11,689
95%
5,294
5,572
Q3
1,928
2,074
AVG
1,585
1,732
MEDIAN
940
1,220
Q1
500
649
5%
62
221
MIN
28
28
RANGE
10,787
11,661
IQR
1,428
1,425
STD
1,733
1,726
VAR
3.0M
3.0M
KURT.
4.91
6.19
SKEW
2.12
2.32
SUM
24.8M
189.5M
9
dew_or_rime:idx
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
3
(<1%)
3
(<1%)
10
dew_point_2m:K
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
275
(2%)
423
(<1%)
ZEROES:
---
---
MAX
282.1
293.8
95%
278.4
286.3
Q3
273.9
280.8
MEDIAN
270.4
275.3
AVG
270.2
275.5
Q1
266.8
271.1
5%
260.6
263.9
MIN
254.7
250.9
RANGE
27.4
42.9
IQR
7.10
9.70
STD
5.24
6.77
VAR
27.4
45.9
KURT.
-0.349
-0.287
SKEW
-0.293
-0.192
SUM
4.7M
32.2M
11
diffuse_rad:W
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
1,791
(10%)
3,010
(3%)
ZEROES:
11,442
(65%)
59,049
(50%)
MAX
300
346
95%
127
179
Q3
23
69
AVG
23
41
MEDIAN
0
0
Q1
0
0
5%
0
0
MIN
0
0
RANGE
300
346
IQR
22.9
69.0
STD
45.8
61.5
VAR
2,097
3,785
KURT.
6.44
2.24
SKEW
2.50
1.66
SUM
401k
4.8M
12
diffuse_rad_1h:J
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
6,863
(39%)
62,427
(53%)
ZEROES:
10,707
(61%)
54,144
(46%)
MAX
1.1M
1.2M
95%
0.5M
0.6M
Q3
0.1M
0.2M
AVG
0.1M
0.1M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
1.1M
1.2M
IQR
80,157
248k
STD
163k
219k
VAR
26.4B
47.8B
KURT.
6.35
2.11
SKEW
2.49
1.64
SUM
1.4B
17.2B
13
direct_rad:W
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
1,987
(11%)
5,894
(5%)
ZEROES:
12,760
(73%)
66,381
(57%)
MAX
530
689
95%
183
338
Q3
1
34
AVG
26
53
MEDIAN
0
0
Q1
0
0
5%
0
0
MIN
0
0
RANGE
530
689
IQR
0.800
34.0
STD
79.1
117
VAR
6,256
13,684
KURT.
15.7
7.19
SKEW
3.93
2.71
SUM
452k
6.2M
14
direct_rad_1h:J
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
5,550
(32%)
55,315
(47%)
ZEROES:
11,932
(68%)
60,119
(51%)
MAX
1.9M
2.5M
95%
0.6M
1.2M
Q3
0.0M
0.1M
AVG
0.1M
0.2M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
1.9M
2.5M
IQR
10,741
131k
STD
281k
415k
VAR
79.1B
172.4B
KURT.
15.7
7.19
SKEW
3.92
2.70
SUM
1.6B
22.5B
15
effective_cloud_cover:p
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
1,001
(6%)
1,001
(<1%)
ZEROES:
969
(6%)
4,335
(4%)
MAX
100
100
95%
100
100
Q3
100
98
MEDIAN
84
79
AVG
68
67
Q1
43
42
5%
0
1
MIN
0
0
RANGE
100
100
IQR
57.0
56.9
STD
35.5
34.1
VAR
1,258
1,166
KURT.
-0.868
-0.917
SKEW
-0.777
-0.699
SUM
1.2M
7.8M
16
elevation:m
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
1
(<1%)
1
(<1%)
17
fresh_snow_12h:cm
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
75
(<1%)
96
(<1%)
ZEROES:
14,916
(85%)
112,582
(96%)
MAX
9.50
13.30
95%
2.23
0.00
Q3
0.00
0.00
AVG
0.29
0.07
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
9.50
13.3
IQR
0.00
0.00
STD
0.942
0.545
VAR
0.887
0.297
KURT.
25.7
165
SKEW
4.57
11.4
SUM
5,042
8,434
18
fresh_snow_1h:cm
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
20
(<1%)
34
(<1%)
ZEROES:
16,852
(96%)
115,773
(>99%)
MAX
3.50
3.60
95%
0.00
0.00
Q3
0.00
0.00
AVG
0.02
0.01
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
3.50
3.60
IQR
0.00
0.00
STD
0.143
0.076
VAR
0.020
0.006
KURT.
122
565
SKEW
9.33
20.1
SUM
415
702
19
fresh_snow_24h:cm
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
100
(<1%)
133
(<1%)
ZEROES:
13,820
(79%)
109,979
(94%)
MAX
12.5
15.2
95%
4.2
0.4
Q3
0.0
0.0
AVG
0.6
0.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
12.5
15.2
IQR
0.00
0.00
STD
1.51
0.916
VAR
2.28
0.839
KURT.
15.4
121
SKEW
3.58
9.98
SUM
9,928
16,878
20
fresh_snow_3h:cm
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
37
(<1%)
55
(<1%)
ZEROES:
16,328
(93%)
114,995
(98%)
MAX
4.90
7.90
95%
0.50
0.00
Q3
0.00
0.00
AVG
0.07
0.02
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
4.90
7.90
IQR
0.00
0.00
STD
0.345
0.186
VAR
0.119
0.035
KURT.
61.2
432
SKEW
6.97
17.0
SUM
1,259
2,109
21
fresh_snow_6h:cm
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
50
(<1%)
73
(<1%)
ZEROES:
15,726
(89%)
114,127
(98%)
MAX
7.40
13.30
95%
1.00
0.00
Q3
0.00
0.00
AVG
0.14
0.04
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
7.40
13.3
IQR
0.00
0.00
STD
0.573
0.321
VAR
0.328
0.103
KURT.
40.4
321
SKEW
5.68
14.6
SUM
2,520
4,217
22
is_day:idx
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(<1%)
23
is_in_shadow:idx
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(<1%)
24
msl_pressure:hPa
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
701
(4%)
911
(<1%)
ZEROES:
---
---
MAX
1,041.4
1,044.1
95%
1,032.9
1,029.0
Q3
1,019.6
1,018.3
MEDIAN
1,009.6
1,010.2
AVG
1,009.5
1,009.4
Q1
999.2
1,001.6
5%
985.0
985.9
MIN
970.8
944.4
RANGE
70.6
99.7
IQR
20.4
16.7
STD
14.3
12.9
VAR
206
168
KURT.
-0.515
0.457
SKEW
-0.101
-0.464
SUM
17.7M
118.0M
25
precip_5min:mm
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
23
(<1%)
61
(<1%)
ZEROES:
16,799
(96%)
110,519
(95%)
MAX
0.350
0.710
95%
0.000
0.010
Q3
0.000
0.000
AVG
0.004
0.006
MEDIAN
0.000
0.000
Q1
0.000
0.000
5%
0.000
0.000
MIN
0.000
0.000
RANGE
0.350
0.710
IQR
0.00
0.00
STD
0.021
0.032
VAR
4.59e-4
0.001
KURT.
59.5
90.0
SKEW
6.84
8.44
SUM
71.7
653
26
precip_type_5min:idx
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
4
(<1%)
7
(<1%)
27
pressure_100m:hPa
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
694
(4%)
902
(<1%)
ZEROES:
---
---
MAX
1,028.0
1,030.8
95%
1,019.4
1,015.7
Q3
1,006.2
1,005.2
MEDIAN
996.3
997.2
AVG
996.2
996.4
Q1
986.1
988.6
5%
972.1
973.0
MIN
958.2
932.1
RANGE
69.8
98.7
IQR
20.1
16.6
STD
14.2
12.8
VAR
201
165
KURT.
-0.516
0.439
SKEW
-0.091
-0.478
SUM
17.5M
116.5M
28
pressure_50m:hPa
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
698
(4%)
915
(<1%)
ZEROES:
---
---
MAX
1,034.4
1,037.2
95%
1,025.8
1,022.0
Q3
1,012.5
1,011.4
MEDIAN
1,002.6
1,003.3
AVG
1,002.4
1,002.5
Q1
992.2
994.7
5%
978.2
979.1
MIN
964.1
937.9
RANGE
70.3
99.3
IQR
20.3
16.7
STD
14.3
12.9
VAR
203
166
KURT.
-0.515
0.449
SKEW
-0.096
-0.470
SUM
17.6M
117.2M
29
prob_rime:p
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
127
(<1%)
248
(<1%)
ZEROES:
17,407
(>99%)
116,407
(>99%)
MAX
86.3
68.5
95%
0.0
0.0
Q3
0.0
0.0
AVG
0.2
0.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
86.3
68.5
IQR
0.00
0.00
STD
2.69
1.21
VAR
7.26
1.46
KURT.
443
1,177
SKEW
19.5
30.9
SUM
3,257
6,646
30
rain_water:kgm2
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
5
(<1%)
11
(<1%)
31
relative_humidity_1000hPa:p
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
752
(4%)
802
(<1%)
ZEROES:
---
---
MAX
100.0
100.0
95%
92.2
92.0
Q3
83.4
84.9
MEDIAN
74.7
75.9
AVG
72.6
73.4
Q1
63.1
64.2
5%
47.9
46.0
MIN
21.5
19.5
RANGE
78.5
80.5
IQR
20.3
20.7
STD
14.0
14.3
VAR
196
205
KURT.
0.170
0.103
SKEW
-0.635
-0.741
SUM
1.3M
8.6M
32
sfc_pressure:hPa
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
700
(4%)
918
(<1%)
ZEROES:
---
---
MAX
1,040.8
1,043.6
95%
1,032.2
1,028.2
Q3
1,018.8
1,017.5
MEDIAN
1,008.9
1,009.5
AVG
1,008.7
1,008.6
Q1
998.5
1,000.8
5%
984.3
985.2
MIN
970.0
943.8
RANGE
70.8
99.8
IQR
20.3
16.7
STD
14.3
12.9
VAR
206
168
KURT.
-0.513
0.457
SKEW
-0.100
-0.462
SUM
17.7M
117.9M
33
snow_density:kgm3
VALUES:
1,863
(11%)
5,728
(5%)
MISSING:
15,713
(89%)
111,201
(95%)
DISTINCT:
1
(<1%)
1
(<1%)
34
snow_depth:cm
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
50
(<1%)
167
(<1%)
ZEROES:
15,713
(89%)
111,201
(95%)
MAX
4.90
18.30
95%
1.70
0.00
Q3
0.00
0.00
AVG
0.22
0.34
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
4.90
18.3
IQR
0.00
0.00
STD
0.756
1.92
VAR
0.572
3.69
KURT.
14.9
41.7
SKEW
3.86
6.40
SUM
3,881
39,858
35
snow_drift:idx
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
1
(<1%)
2
(<1%)
36
snow_melt_10min:mm
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
14
(<1%)
19
(<1%)
ZEROES:
17,253
(98%)
116,276
(>99%)
MAX
0.130
0.180
95%
0.000
-0.000
Q3
0.000
0.000
AVG
0.001
0.000
MEDIAN
-0.000
0.000
Q1
-0.000
0.000
5%
0.000
0.000
MIN
-0.000
-0.000
RANGE
0.130
0.180
IQR
0.00
0.00
STD
0.005
0.005
VAR
2.79e-5
2.20e-5
KURT.
243
564
SKEW
13.8
22.1
SUM
10.1
31.9
37
snow_water:kgm2
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
25
(<1%)
42
(<1%)
ZEROES:
12,396
(71%)
81,357
(70%)
MAX
3.20
5.30
95%
0.40
0.50
Q3
0.10
0.10
AVG
0.08
0.09
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
3.20
5.30
IQR
0.100
0.100
STD
0.190
0.243
VAR
0.036
0.059
KURT.
32.3
42.7
SKEW
4.69
5.45
SUM
1,354
10,539
38
sun_azimuth:d
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
17,092
(97%)
99,179
(85%)
ZEROES:
---
---
MAX
360
360
95%
338
340
Q3
265
270
AVG
180
180
MEDIAN
180
179
Q1
95
90
5%
22
19
MIN
0
0
RANGE
360
360
IQR
170
180
STD
100
103
VAR
10,029
10,655
KURT.
-1.15
-1.23
SKEW
8.29e-4
0.001
SUM
3.2M
21.0M
39
sun_elevation:d
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
15,655
(89%)
65,908
(56%)
ZEROES:
1
(<1%)
2
(<1%)
MAX
41.2
50.0
95%
26.4
40.8
Q3
4.5
16.6
MEDIAN
-9.9
-0.3
AVG
-10.7
-0.3
Q1
-28.2
-17.4
5%
-45.4
-41.4
MIN
-50.0
-50.0
RANGE
91.2
100
IQR
32.7
34.0
STD
21.7
24.1
VAR
470
579
KURT.
-0.784
-0.680
SKEW
0.079
0.007
SUM
-188k
-37,748
40
super_cooled_liquid_water:kgm2
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
10
(<1%)
15
(<1%)
41
t_1000hPa:K
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
263
(1%)
444
(<1%)
ZEROES:
---
---
MAX
285.9
303.3
95%
282.3
291.1
Q3
277.8
284.2
AVG
274.7
279.6
MEDIAN
274.7
278.8
Q1
271.8
275.0
5%
266.7
269.6
MIN
259.7
258.9
RANGE
26.2
44.4
IQR
6.00
9.20
STD
4.64
6.63
VAR
21.5
44.0
KURT.
0.013
0.065
SKEW
-0.227
0.294
SUM
4.8M
32.7M
42
total_cloud_cover:p
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
997
(6%)
1,001
(<1%)
ZEROES:
966
(5%)
4,323
(4%)
MAX
100
100
95%
100
100
Q3
100
100
MEDIAN
97
93
AVG
74
74
Q1
49
53
5%
0
1
MIN
0
0
RANGE
100
100
IQR
50.9
47.2
STD
35.8
33.9
VAR
1,282
1,149
KURT.
-0.480
-0.338
SKEW
-1.06
-1.07
SUM
1.3M
8.6M
43
visibility:m
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
17,283
(98%)
105,164
(90%)
ZEROES:
---
---
MAX
69,058
70,619
95%
60,060
56,915
Q3
48,550
48,269
MEDIAN
35,450
37,614
AVG
34,075
33,040
Q1
20,174
16,503
5%
5,750
2,601
MIN
201
169
RANGE
68,857
70,450
IQR
28,376
31,766
STD
17,253
18,019
VAR
297.7M
324.7M
KURT.
-1.09
-1.17
SKEW
-0.118
-0.377
SUM
598.9M
3.9B
44
wind_speed_10m:ms
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
104
(<1%)
126
(<1%)
ZEROES:
---
6
(<1%)
MAX
10.5
15.2
95%
6.6
6.6
Q3
4.3
4.2
AVG
3.2
3.1
MEDIAN
2.9
2.8
Q1
1.7
1.7
5%
0.9
0.8
MIN
0.1
0.0
RANGE
10.4
15.2
IQR
2.60
2.50
STD
1.79
1.83
VAR
3.22
3.34
KURT.
0.192
1.07
SKEW
0.753
1.01
SUM
56,020
365k
45
wind_speed_u_10m:ms
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
174
(<1%)
191
(<1%)
ZEROES:
210
(1%)
1,473
(1%)
MAX
10.1
12.4
95%
5.9
6.0
Q3
1.6
2.7
AVG
-0.0
0.8
MEDIAN
-0.3
0.4
Q1
-2.2
-1.5
5%
-4.3
-3.5
MIN
-7.2
-7.3
RANGE
17.3
19.7
IQR
3.80
4.20
STD
3.07
2.95
VAR
9.41
8.68
KURT.
-0.093
-0.151
SKEW
0.574
0.467
SUM
-287
87,795
46
wind_speed_v_10m:ms
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
122
(<1%)
168
(<1%)
ZEROES:
300
(2%)
2,324
(2%)
MAX
6.8
8.6
95%
3.8
3.6
Q3
2.0
1.7
MEDIAN
1.0
0.6
AVG
0.9
0.5
Q1
-0.2
-0.7
5%
-2.1
-2.5
MIN
-5.3
-9.3
RANGE
12.1
17.9
IQR
2.20
2.40
STD
1.77
1.88
VAR
3.12
3.54
KURT.
0.236
0.407
SKEW
-0.081
-0.009
SUM
16,216
64,138
47
wind_speed_w_1000hPa:ms
VALUES:
17,576
(100%)
116,929
(100%)
MISSING:
---
---
DISTINCT:
1
(<1%)
2
(<1%)
Associations
[Only including dataset "B: X train estimated"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "B: X train observed"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
date_calc
MISSING:
---
96
<1%
-
-
2023-01-28 08:00:04
96
<1%
-
-
2023-03-03 08:00:09
96
<1%
-
-
2023-02-22 08:00:04
96
<1%
-
-
2023-02-23 08:00:04
96
<1%
-
-
2023-02-24 08:00:09
96
<1%
-
-
2023-02-25 08:00:04
96
<1%
-
-
2023-02-26 08:00:04
96
<1%
-
-
2023-02-27 08:00:04
96
<1%
-
-
2023-02-28 08:00:04
96
<1%
-
-
2023-03-01 08:00:04
96
<1%
-
-
2023-03-02 08:00:10
96
<1%
-
-
2023-03-04 08:00:04
96
<1%
-
-
2022-10-28 07:00:05
96
<1%
-
-
2023-03-05 08:00:04
96
<1%
-
-
2023-03-06 08:00:05
96
<1%
-
-
2023-03-07 08:00:05
96
<1%
-
-
2023-03-08 08:00:03
96
<1%
-
-
2023-03-09 08:00:04
96
<1%
-
-
2023-03-10 08:00:03
96
<1%
-
-
2023-03-11 08:00:03
96
<1%
-
-
2023-03-12 08:00:04
96
<1%
-
-
2023-03-13 08:00:04
96
<1%
-
-
2023-02-21 08:00:04
96
<1%
-
-
2023-02-20 08:00:04
96
<1%
-
-
2023-02-19 08:00:04
96
<1%
-
-
2023-02-18 08:00:03
96
<1%
-
-
2023-01-30 08:00:04
96
<1%
-
-
2023-01-31 08:00:04
96
<1%
-
-
2023-02-01 08:00:04
96
<1%
-
-
2023-02-02 08:00:04
96
<1%
-
-
2023-02-03 08:00:04
96
<1%
-
-
2023-02-04 08:00:07
96
<1%
-
-
2023-02-05 08:00:04
96
<1%
-
-
2023-02-06 08:00:04
96
<1%
-
-
2023-02-07 08:00:04
96
<1%
-
-
2023-02-08 08:00:03
96
<1%
-
-
2023-02-09 08:00:04
96
<1%
-
-
2023-02-10 08:00:04
96
<1%
-
-
2023-02-11 08:00:22
96
<1%
-
-
2023-02-12 08:00:04
96
<1%
-
-
2023-02-13 08:00:04
96
<1%
-
-
2023-02-14 08:00:04
96
<1%
-
-
2023-02-15 08:00:24
96
<1%
-
-
2023-02-16 08:00:09
96
<1%
-
-
2023-02-17 08:00:03
96
<1%
-
-
2023-03-14 08:00:04
96
<1%
-
-
2023-03-15 08:00:04
96
<1%
-
-
2023-03-16 08:00:05
96
<1%
-
-
2023-04-08 07:00:37
96
<1%
-
-
2023-04-10 07:00:29
96
<1%
-
-
2023-04-11 07:01:11
96
<1%
-
-
2023-04-12 07:00:27
96
<1%
-
-
2023-04-13 07:00:41
96
<1%
-
-
2023-04-14 07:01:47
96
<1%
-
-
2023-04-15 07:00:03
96
<1%
-
-
2023-04-16 07:01:34
96
<1%
-
-
2023-04-17 07:00:35
96
<1%
-
-
2023-04-18 07:01:20
96
<1%
-
-
2023-04-19 07:02:30
96
<1%
-
-
2023-04-20 07:01:36
11,816
67%
-
-
(Other)
date_forecast
MISSING:
---
---
1
<1%
-
-
2022-10-28 22:00:00
1
<1%
-
-
2023-02-28 22:30:00
1
<1%
-
-
2023-03-01 00:00:00
1
<1%
-
-
2023-02-28 23:45:00
1
<1%
-
-
2023-02-28 23:30:00
1
<1%
-
-
2023-02-28 23:15:00
1
<1%
-
-
2023-02-28 23:00:00
1
<1%
-
-
2023-02-28 22:45:00
1
<1%
-
-
2023-02-28 22:15:00
1
<1%
-
-
2023-03-01 04:45:00
1
<1%
-
-
2023-02-28 22:00:00
1
<1%
-
-
2023-02-28 21:45:00
1
<1%
-
-
2023-02-28 21:30:00
1
<1%
-
-
2023-02-28 21:15:00
1
<1%
-
-
2023-02-28 21:00:00
1
<1%
-
-
2023-02-28 20:45:00
1
<1%
-
-
2023-03-01 00:15:00
1
<1%
-
-
2023-03-01 00:30:00
1
<1%
-
-
2023-03-01 00:45:00
1
<1%
-
-
2023-03-01 01:00:00
1
<1%
-
-
2023-03-01 01:15:00
1
<1%
-
-
2023-03-01 01:30:00
1
<1%
-
-
2023-03-01 01:45:00
1
<1%
-
-
2023-03-01 02:00:00
1
<1%
-
-
2023-03-01 02:15:00
1
<1%
-
-
2023-03-01 02:30:00
1
<1%
-
-
2023-03-01 02:45:00
1
<1%
-
-
2023-03-01 03:00:00
1
<1%
-
-
2023-03-01 03:15:00
1
<1%
-
-
2023-03-01 03:30:00
1
<1%
-
-
2023-03-01 03:45:00
1
<1%
-
-
2023-03-01 04:00:00
1
<1%
-
-
2023-03-01 04:15:00
1
<1%
-
-
2023-02-28 20:30:00
1
<1%
-
-
2023-02-28 20:15:00
1
<1%
-
-
2023-02-28 20:00:00
1
<1%
-
-
2023-02-28 15:45:00
1
<1%
-
-
2023-02-28 12:15:00
1
<1%
-
-
2023-02-28 12:30:00
1
<1%
-
-
2023-02-28 12:45:00
1
<1%
-
-
2023-02-28 13:00:00
1
<1%
-
-
2023-02-28 13:15:00
1
<1%
-
-
2023-02-28 13:30:00
1
<1%
-
-
2023-02-28 13:45:00
1
<1%
-
-
2023-02-28 14:00:00
1
<1%
-
-
2023-02-28 14:15:00
1
<1%
-
-
2023-02-28 14:30:00
1
<1%
-
-
2023-02-28 14:45:00
1
<1%
-
-
2023-02-28 15:00:00
1
<1%
-
-
2023-02-28 15:15:00
1
<1%
-
-
2023-02-28 15:30:00
1
<1%
-
-
2023-02-28 16:00:00
1
<1%
-
-
2023-02-28 19:45:00
1
<1%
-
-
2023-02-28 16:15:00
1
<1%
-
-
2023-02-28 16:30:00
1
<1%
-
-
2023-02-28 16:45:00
1
<1%
-
-
2023-02-28 17:00:00
1
<1%
-
-
2023-02-28 17:15:00
1
<1%
-
-
2023-02-28 17:30:00
1
<1%
-
-
2023-02-28 17:45:00
17,516
>99%
116,929
100%
(Other)
absolute_humidity_2m:gm3
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
0.98
t_1000hPa:K
0.88
air_density_2m:kgm3
-0.69
relative_humidity_1000hPa:p
0.25
total_cloud_cover:p
0.24
effective_cloud_cover:p
0.24
wind_speed_u_10m:ms
0.21
snow_water:kgm2
0.21
visibility:m
-0.20
fresh_snow_24h:cm
-0.18
precip_5min:mm
0.18
snow_depth:cm
-0.17
fresh_snow_12h:cm
-0.14
pressure_100m:hPa
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.31
rain_water:kgm2
0.26
precip_type_5min:idx
0.22
snow_density:kgm3
0.22
dew_or_rime:idx
0.21
is_in_shadow:idx
0.10
is_day:idx
0.09
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
3.5
601
3.4%
1,442
1.2%
3.5999999046325684
563
3.2%
1,484
1.3%
3.4000000953674316
515
2.9%
1,458
1.2%
4.5
491
2.8%
2,343
2.0%
4.699999809265137
482
2.7%
2,280
1.9%
4.599999904632568
481
2.7%
2,094
1.8%
4.800000190734863
475
2.7%
1,973
1.7%
3.700000047683716
469
2.7%
1,782
1.5%
3.799999952316284
462
2.6%
1,725
1.5%
3.299999952316284
454
2.6%
1,306
1.1%
4.400000095367432
422
2.4%
2,474
2.1%
3.0999999046325684
422
2.4%
1,187
1.0%
2.9000000953674316
420
2.4%
883
0.8%
5.099999904632568
395
2.2%
1,867
1.6%
5.0
394
2.2%
1,858
1.6%
SMALLEST VALUES
1.0
26
0.1%
92
<0.1%
1.100000023841858
53
0.3%
147
0.1%
1.2000000476837158
25
0.1%
173
0.1%
1.2999999523162842
33
0.2%
202
0.2%
1.399999976158142
69
0.4%
236
0.2%
1.5
172
1.0%
350
0.3%
1.600000023841858
261
1.5%
451
0.4%
1.7000000476837158
213
1.2%
434
0.4%
1.7999999523162842
163
0.9%
510
0.4%
1.899999976158142
181
1.0%
536
0.5%
2.0
206
1.2%
550
0.5%
2.0999999046325684
268
1.5%
590
0.5%
2.200000047683716
374
2.1%
678
0.6%
2.299999952316284
327
1.9%
852
0.7%
2.4000000953674316
280
1.6%
869
0.7%
LARGEST VALUES
8.800000190734863
1
<0.1%
983
0.8%
8.699999809265137
5
<0.1%
889
0.8%
8.600000381469727
6
<0.1%
893
0.8%
8.5
7
<0.1%
982
0.8%
8.399999618530273
17
<0.1%
973
0.8%
8.300000190734863
32
0.2%
965
0.8%
8.199999809265137
31
0.2%
946
0.8%
8.100000381469727
35
0.2%
1,163
1.0%
8.0
35
0.2%
1,248
1.1%
7.900000095367432
35
0.2%
1,207
1.0%
7.800000190734863
20
0.1%
1,189
1.0%
7.699999809265137
35
0.2%
1,212
1.0%
7.599999904632568
46
0.3%
1,156
1.0%
7.5
56
0.3%
1,229
1.1%
7.400000095367432
40
0.2%
1,068
0.9%
air_density_2m:kgm3
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
t_1000hPa:K
-0.82
dew_point_2m:K
-0.73
absolute_humidity_2m:gm3
-0.69
sfc_pressure:hPa
0.50
msl_pressure:hPa
0.50
pressure_50m:hPa
0.49
pressure_100m:hPa
0.49
effective_cloud_cover:p
-0.33
total_cloud_cover:p
-0.32
wind_speed_10m:ms
-0.28
snow_water:kgm2
-0.24
diffuse_rad_1h:J
-0.20
clear_sky_energy_1h:J
-0.19
diffuse_rad:W
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.17
rain_water:kgm2
0.17
is_in_shadow:idx
0.16
is_day:idx
0.16
precip_type_5min:idx
0.14
dew_or_rime:idx
0.08
snow_density:kgm3
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1.2680000066757202
388
2.2%
1,214
1.0%
1.2669999599456787
330
1.9%
1,193
1.0%
1.2660000324249268
329
1.9%
1,355
1.2%
1.281999945640564
308
1.8%
1,122
1.0%
1.2719999551773071
293
1.7%
1,148
1.0%
1.281000018119812
280
1.6%
996
0.9%
1.277999997138977
279
1.6%
1,105
0.9%
1.2690000534057617
277
1.6%
1,295
1.1%
1.284000039100647
270
1.5%
975
0.8%
1.2649999856948853
264
1.5%
1,265
1.1%
1.2799999713897705
263
1.5%
1,124
1.0%
1.2699999809265137
260
1.5%
1,199
1.0%
1.284999966621399
258
1.5%
950
0.8%
1.2730000019073486
250
1.4%
1,201
1.0%
1.2710000276565552
248
1.4%
1,152
1.0%
SMALLEST VALUES
1.2100000381469727
6
<0.1%
649
0.6%
1.2109999656677246
15
<0.1%
706
0.6%
1.2120000123977661
11
<0.1%
744
0.6%
1.2130000591278076
9
<0.1%
686
0.6%
1.2139999866485596
5
<0.1%
728
0.6%
1.215000033378601
5
<0.1%
802
0.7%
1.215999960899353
5
<0.1%
852
0.7%
1.2170000076293945
6
<0.1%
889
0.8%
1.218000054359436
9
<0.1%
871
0.7%
1.218999981880188
16
<0.1%
913
0.8%
1.2200000286102295
23
0.1%
943
0.8%
1.2209999561309814
31
0.2%
865
0.7%
1.222000002861023
49
0.3%
846
0.7%
1.2230000495910645
32
0.2%
907
0.8%
1.2239999771118164
45
0.3%
919
0.8%
LARGEST VALUES
1.3700000047683716
3
<0.1%
22
<0.1%
1.36899995803833
7
<0.1%
28
<0.1%
1.3669999837875366
12
<0.1%
16
<0.1%
1.3660000562667847
8
<0.1%
15
<0.1%
1.3650000095367432
17
<0.1%
9
<0.1%
1.3639999628067017
9
<0.1%
12
<0.1%
1.3630000352859497
12
<0.1%
14
<0.1%
1.3619999885559082
38
0.2%
20
<0.1%
1.3609999418258667
23
0.1%
19
<0.1%
1.3600000143051147
17
<0.1%
19
<0.1%
1.3589999675750732
7
<0.1%
18
<0.1%
1.3580000400543213
22
0.1%
29
<0.1%
1.3569999933242798
16
<0.1%
9
<0.1%
1.3559999465942383
32
0.2%
13
<0.1%
1.3550000190734863
25
0.1%
26
<0.1%
ceiling_height_agl:m
MISSING:
3,689
(21%)
18,772
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cloud_base_agl:m
0.68
visibility:m
0.49
effective_cloud_cover:p
-0.36
relative_humidity_1000hPa:p
-0.32
wind_speed_u_10m:ms
-0.26
snow_water:kgm2
-0.21
direct_rad_1h:J
0.16
t_1000hPa:K
0.15
direct_rad:W
0.15
precip_5min:mm
-0.13
wind_speed_10m:ms
-0.10
wind_speed_v_10m:ms
0.09
fresh_snow_6h:cm
-0.08
fresh_snow_3h:cm
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.22
precip_type_5min:idx
0.07
snow_density:kgm3
0.07
rain_water:kgm2
0.06
is_in_shadow:idx
0.02
is_day:idx
0.02
dew_or_rime:idx
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
28.200000762939453
57
0.4%
101
0.1%
28.299999237060547
55
0.4%
111
0.1%
28.600000381469727
52
0.4%
41
<0.1%
28.5
44
0.3%
49
<0.1%
28.100000381469727
41
0.3%
87
<0.1%
29.100000381469727
36
0.3%
7
<0.1%
28.399999618530273
35
0.3%
73
<0.1%
28.700000762939453
31
0.2%
57
<0.1%
28.799999237060547
30
0.2%
37
<0.1%
28.899999618530273
26
0.2%
24
<0.1%
29.0
26
0.2%
9
<0.1%
29.600000381469727
26
0.2%
12
<0.1%
29.200000762939453
24
0.2%
10
<0.1%
29.899999618530273
23
0.2%
36
<0.1%
30.0
21
0.2%
27
<0.1%
SMALLEST VALUES
27.899999618530273
3
<0.1%
29
<0.1%
28.0
13
<0.1%
74
<0.1%
28.100000381469727
41
0.3%
87
<0.1%
28.200000762939453
57
0.4%
101
0.1%
28.299999237060547
55
0.4%
111
0.1%
28.399999618530273
35
0.3%
73
<0.1%
28.5
44
0.3%
49
<0.1%
28.600000381469727
52
0.4%
41
<0.1%
28.700000762939453
31
0.2%
57
<0.1%
28.799999237060547
30
0.2%
37
<0.1%
28.899999618530273
26
0.2%
24
<0.1%
29.0
26
0.2%
9
<0.1%
29.100000381469727
36
0.3%
7
<0.1%
29.200000762939453
24
0.2%
10
<0.1%
29.299999237060547
12
<0.1%
23
<0.1%
LARGEST VALUES
12316.7001953125
1
<0.1%
0
0.0%
12267.5
4
<0.1%
0
0.0%
11926.099609375
4
<0.1%
0
0.0%
11894.0
1
<0.1%
0
0.0%
11544.7998046875
4
<0.1%
0
0.0%
11520.5
1
<0.1%
0
0.0%
11442.0
1
<0.1%
0
0.0%
11240.099609375
4
<0.1%
0
0.0%
11194.0
1
<0.1%
0
0.0%
11160.599609375
1
<0.1%
0
0.0%
11147.7998046875
1
<0.1%
0
0.0%
11147.0
1
<0.1%
0
0.0%
11116.099609375
4
<0.1%
0
0.0%
11093.900390625
1
<0.1%
0
0.0%
11081.099609375
1
<0.1%
0
0.0%
clear_sky_energy_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_rad:W
0.99
diffuse_rad_1h:J
0.92
diffuse_rad:W
0.90
direct_rad_1h:J
0.76
direct_rad:W
0.76
sun_elevation:d
0.71
relative_humidity_1000hPa:p
-0.34
wind_speed_v_10m:ms
-0.25
air_density_2m:kgm3
-0.19
t_1000hPa:K
0.19
pressure_100m:hPa
0.13
pressure_50m:hPa
0.12
msl_pressure:hPa
0.12
sfc_pressure:hPa
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.68
is_day:idx
0.62
dew_or_rime:idx
0.07
snow_density:kgm3
0.06
rain_water:kgm2
0.05
super_cooled_liquid_water:kgm2
0.04
precip_type_5min:idx
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
10,707
60.9%
54,141
46.3%
426.29998779296875
2
<0.1%
0
0.0%
448.0
2
<0.1%
0
0.0%
2519823.0
2
<0.1%
0
0.0%
47228.3984375
2
<0.1%
0
0.0%
1684146.25
1
<0.1%
0
0.0%
1459854.625
1
<0.1%
0
0.0%
1518564.375
1
<0.1%
0
0.0%
1569350.75
1
<0.1%
0
0.0%
1611909.25
1
<0.1%
0
0.0%
1645990.25
1
<0.1%
0
0.0%
1671397.25
1
<0.1%
0
0.0%
1687985.0
1
<0.1%
0
0.0%
1695659.5
1
<0.1%
0
0.0%
1694377.625
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
10,707
60.9%
54,141
46.3%
3.5
1
<0.1%
1
<0.1%
16.399999618530273
1
<0.1%
1
<0.1%
20.5
1
<0.1%
0
0.0%
39.400001525878906
1
<0.1%
0
0.0%
43.900001525878906
1
<0.1%
0
0.0%
53.20000076293945
1
<0.1%
0
0.0%
71.4000015258789
1
<0.1%
0
0.0%
78.5
1
<0.1%
0
0.0%
80.4000015258789
1
<0.1%
0
0.0%
82.19999694824219
1
<0.1%
0
0.0%
86.19999694824219
1
<0.1%
0
0.0%
87.4000015258789
1
<0.1%
1
<0.1%
88.5999984741211
1
<0.1%
0
0.0%
92.19999694824219
1
<0.1%
0
0.0%
LARGEST VALUES
2555956.25
1
<0.1%
0
0.0%
2551892.25
1
<0.1%
0
0.0%
2551287.25
1
<0.1%
0
0.0%
2539114.5
1
<0.1%
0
0.0%
2538060.0
1
<0.1%
0
0.0%
2537907.25
1
<0.1%
0
0.0%
2534069.75
1
<0.1%
0
0.0%
2533303.5
1
<0.1%
0
0.0%
2521352.0
1
<0.1%
0
0.0%
2519823.0
2
<0.1%
0
0.0%
2517684.75
1
<0.1%
0
0.0%
2515911.75
1
<0.1%
0
0.0%
2515880.75
1
<0.1%
0
0.0%
2514973.75
1
<0.1%
0
0.0%
2503259.5
1
<0.1%
0
0.0%
clear_sky_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_energy_1h:J
0.99
diffuse_rad:W
0.91
diffuse_rad_1h:J
0.91
direct_rad:W
0.76
direct_rad_1h:J
0.75
sun_elevation:d
0.72
relative_humidity_1000hPa:p
-0.32
wind_speed_v_10m:ms
-0.24
air_density_2m:kgm3
-0.18
t_1000hPa:K
0.17
pressure_100m:hPa
0.13
pressure_50m:hPa
0.12
msl_pressure:hPa
0.12
sfc_pressure:hPa
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.68
is_day:idx
0.62
dew_or_rime:idx
0.07
snow_density:kgm3
0.06
rain_water:kgm2
0.05
precip_type_5min:idx
0.04
super_cooled_liquid_water:kgm2
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
11,440
65.1%
59,034
50.5%
24.100000381469727
13
<0.1%
49
<0.1%
20.700000762939453
13
<0.1%
28
<0.1%
5.699999809265137
12
<0.1%
39
<0.1%
23.399999618530273
11
<0.1%
31
<0.1%
10.399999618530273
11
<0.1%
24
<0.1%
25.299999237060547
11
<0.1%
28
<0.1%
24.0
10
<0.1%
40
<0.1%
9.699999809265137
10
<0.1%
28
<0.1%
22.5
9
<0.1%
34
<0.1%
9.0
9
<0.1%
32
<0.1%
23.700000762939453
9
<0.1%
32
<0.1%
27.200000762939453
9
<0.1%
29
<0.1%
55.29999923706055
9
<0.1%
15
<0.1%
8.899999618530273
9
<0.1%
25
<0.1%
SMALLEST VALUES
0.0
11,440
65.1%
59,034
50.5%
0.10000000149011612
3
<0.1%
30
<0.1%
0.20000000298023224
2
<0.1%
31
<0.1%
0.30000001192092896
8
<0.1%
32
<0.1%
0.4000000059604645
5
<0.1%
35
<0.1%
0.5
5
<0.1%
22
<0.1%
0.6000000238418579
8
<0.1%
29
<0.1%
0.699999988079071
6
<0.1%
37
<0.1%
0.800000011920929
4
<0.1%
23
<0.1%
0.8999999761581421
8
<0.1%
33
<0.1%
1.100000023841858
5
<0.1%
29
<0.1%
1.2000000476837158
2
<0.1%
24
<0.1%
1.2999999523162842
3
<0.1%
32
<0.1%
1.399999976158142
2
<0.1%
43
<0.1%
1.5
7
<0.1%
24
<0.1%
LARGEST VALUES
711.5999755859375
1
<0.1%
6
<0.1%
710.5
1
<0.1%
8
<0.1%
710.2999877929688
1
<0.1%
8
<0.1%
706.9000244140625
1
<0.1%
4
<0.1%
706.5999755859375
2
<0.1%
6
<0.1%
705.5
1
<0.1%
3
<0.1%
705.2999877929688
1
<0.1%
6
<0.1%
702.0
1
<0.1%
4
<0.1%
701.5999755859375
2
<0.1%
3
<0.1%
700.9000244140625
1
<0.1%
5
<0.1%
700.5
1
<0.1%
6
<0.1%
700.4000244140625
1
<0.1%
7
<0.1%
700.2000122070312
1
<0.1%
3
<0.1%
697.0
1
<0.1%
4
<0.1%
696.4000244140625
2
<0.1%
3
<0.1%
cloud_base_agl:m
MISSING:
1,963
(11%)
7,473
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ceiling_height_agl:m
0.68
visibility:m
0.33
relative_humidity_1000hPa:p
-0.29
wind_speed_u_10m:ms
-0.26
wind_speed_10m:ms
-0.20
effective_cloud_cover:p
-0.17
absolute_humidity_2m:gm3
-0.11
direct_rad_1h:J
0.11
snow_water:kgm2
-0.11
dew_point_2m:K
-0.11
direct_rad:W
0.10
fresh_snow_12h:cm
-0.10
total_cloud_cover:p
0.09
fresh_snow_6h:cm
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.15
precip_type_5min:idx
0.08
snow_density:kgm3
0.06
is_in_shadow:idx
0.03
dew_or_rime:idx
0.03
is_day:idx
0.03
rain_water:kgm2
0.03
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
28.399999618530273
62
0.4%
27
<0.1%
28.299999237060547
56
0.4%
36
<0.1%
28.200000762939453
39
0.2%
18
<0.1%
28.899999618530273
28
0.2%
22
<0.1%
28.700000762939453
27
0.2%
7
<0.1%
29.0
26
0.2%
13
<0.1%
28.600000381469727
24
0.2%
32
<0.1%
29.700000762939453
23
0.1%
38
<0.1%
29.100000381469727
23
0.1%
2
<0.1%
29.399999618530273
21
0.1%
34
<0.1%
29.799999237060547
21
0.1%
15
<0.1%
28.5
20
0.1%
18
<0.1%
28.799999237060547
19
0.1%
8
<0.1%
28.100000381469727
19
0.1%
24
<0.1%
29.200000762939453
12
<0.1%
6
<0.1%
SMALLEST VALUES
27.799999237060547
8
<0.1%
0
0.0%
27.899999618530273
4
<0.1%
3
<0.1%
28.0
6
<0.1%
12
<0.1%
28.100000381469727
19
0.1%
24
<0.1%
28.200000762939453
39
0.2%
18
<0.1%
28.299999237060547
56
0.4%
36
<0.1%
28.399999618530273
62
0.4%
27
<0.1%
28.5
20
0.1%
18
<0.1%
28.600000381469727
24
0.2%
32
<0.1%
28.700000762939453
27
0.2%
7
<0.1%
28.799999237060547
19
0.1%
8
<0.1%
28.899999618530273
28
0.2%
22
<0.1%
29.0
26
0.2%
13
<0.1%
29.100000381469727
23
0.1%
2
<0.1%
29.200000762939453
12
<0.1%
6
<0.1%
LARGEST VALUES
10814.5
4
<0.1%
0
0.0%
10714.5
1
<0.1%
0
0.0%
10674.2998046875
4
<0.1%
0
0.0%
10614.400390625
1
<0.1%
0
0.0%
10560.7998046875
1
<0.1%
0
0.0%
10514.2998046875
1
<0.1%
0
0.0%
10465.7998046875
4
<0.1%
0
0.0%
10447.2998046875
1
<0.1%
0
0.0%
10414.2998046875
4
<0.1%
0
0.0%
10333.7001953125
1
<0.1%
0
0.0%
10324.7998046875
1
<0.1%
0
0.0%
10220.2001953125
1
<0.1%
0
0.0%
10191.0
1
<0.1%
0
0.0%
10183.7998046875
1
<0.1%
0
0.0%
10161.7998046875
1
<0.1%
0
0.0%
dew_or_rime:idx
MISSING:
---
---
TOP CATEGORIES
0.0
17,167
98%
115,311
99%
1.0
267
2%
1,305
1%
-1.0
142
<1%
313
<1%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dew_or_rime:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
rain_water:kgm2
0.05
precip_type_5min:idx
0.01
is_in_shadow:idx
0.01
snow_density:kgm3
0.01
is_day:idx
0.01
super_cooled_liquid_water:kgm2
0.00

THESE FEATURES
GIVE INFORMATION
ON dew_or_rime:idx:
is_in_shadow:idx
0.05
rain_water:kgm2
0.05
is_day:idx
0.04
snow_density:kgm3
0.03
precip_type_5min:idx
0.02
super_cooled_liquid_water:kgm2
0.02
elevation:m
-0.00
snow_drift:idx
-0.00
wind_speed_w_1000hPa:ms
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
CORRELATION RATIO WITH...
prob_rime:p
0.69
absolute_humidity_2m:gm3
0.21
dew_point_2m:K
0.18
relative_humidity_1000hPa:p
0.17
t_1000hPa:K
0.16
wind_speed_10m:ms
0.15
precip_5min:mm
0.11
snow_depth:cm
0.10
air_density_2m:kgm3
0.08
diffuse_rad_1h:J
0.08
sun_elevation:d
0.07
diffuse_rad:W
0.07
pressure_100m:hPa
0.07
pressure_50m:hPa
0.07
dew_point_2m:K
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
absolute_humidity_2m:gm3
0.98
t_1000hPa:K
0.90
air_density_2m:kgm3
-0.73
total_cloud_cover:p
0.25
effective_cloud_cover:p
0.25
wind_speed_u_10m:ms
0.21
relative_humidity_1000hPa:p
0.21
snow_water:kgm2
0.20
visibility:m
-0.18
snow_depth:cm
-0.16
precip_5min:mm
0.16
fresh_snow_24h:cm
-0.15
wind_speed_10m:ms
0.13
sun_elevation:d
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.30
rain_water:kgm2
0.22
snow_density:kgm3
0.20
precip_type_5min:idx
0.19
dew_or_rime:idx
0.18
is_in_shadow:idx
0.10
is_day:idx
0.10
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
272.3999938964844
179
1.0%
698
0.6%
269.20001220703125
179
1.0%
393
0.3%
272.29998779296875
179
1.0%
705
0.6%
273.8999938964844
175
1.0%
635
0.5%
268.70001220703125
175
1.0%
403
0.3%
272.20001220703125
170
1.0%
777
0.7%
273.1000061035156
170
1.0%
704
0.6%
269.1000061035156
169
1.0%
422
0.4%
273.79998779296875
163
0.9%
605
0.5%
268.79998779296875
163
0.9%
385
0.3%
273.0
161
0.9%
767
0.7%
268.6000061035156
156
0.9%
412
0.4%
272.79998779296875
155
0.9%
750
0.6%
272.70001220703125
155
0.9%
674
0.6%
272.5
154
0.9%
699
0.6%
SMALLEST VALUES
254.6999969482422
13
<0.1%
10
<0.1%
254.8000030517578
8
<0.1%
19
<0.1%
254.89999389648438
7
<0.1%
22
<0.1%
255.0
5
<0.1%
26
<0.1%
255.10000610351562
8
<0.1%
11
<0.1%
255.1999969482422
5
<0.1%
12
<0.1%
255.3000030517578
7
<0.1%
10
<0.1%
255.39999389648438
5
<0.1%
8
<0.1%
255.5
3
<0.1%
11
<0.1%
255.60000610351562
9
<0.1%
6
<0.1%
255.6999969482422
3
<0.1%
13
<0.1%
255.8000030517578
2
<0.1%
15
<0.1%
255.89999389648438
5
<0.1%
19
<0.1%
256.0
3
<0.1%
18
<0.1%
256.1000061035156
4
<0.1%
15
<0.1%
LARGEST VALUES
282.1000061035156
3
<0.1%
463
0.4%
282.0
2
<0.1%
416
0.4%
281.8999938964844
1
<0.1%
538
0.5%
281.79998779296875
4
<0.1%
491
0.4%
281.70001220703125
4
<0.1%
538
0.5%
281.6000061035156
4
<0.1%
489
0.4%
281.5
7
<0.1%
513
0.4%
281.3999938964844
13
<0.1%
529
0.5%
281.29998779296875
21
0.1%
587
0.5%
281.20001220703125
10
<0.1%
561
0.5%
281.1000061035156
16
<0.1%
562
0.5%
281.0
18
0.1%
578
0.5%
280.8999938964844
25
0.1%
581
0.5%
280.79998779296875
16
<0.1%
674
0.6%
280.70001220703125
19
0.1%
636
0.5%
diffuse_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad_1h:J
0.99
clear_sky_rad:W
0.91
clear_sky_energy_1h:J
0.90
sun_elevation:d
0.72
direct_rad:W
0.55
direct_rad_1h:J
0.55
relative_humidity_1000hPa:p
-0.27
wind_speed_v_10m:ms
-0.22
air_density_2m:kgm3
-0.18
t_1000hPa:K
0.13
dew_point_2m:K
0.09
absolute_humidity_2m:gm3
0.08
wind_speed_10m:ms
0.07
pressure_100m:hPa
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.74
is_day:idx
0.68
super_cooled_liquid_water:kgm2
0.08
dew_or_rime:idx
0.07
rain_water:kgm2
0.06
precip_type_5min:idx
0.05
snow_density:kgm3
0.03
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
11,442
65.1%
59,049
50.5%
12.199999809265137
17
<0.1%
61
<0.1%
13.399999618530273
16
<0.1%
50
<0.1%
15.300000190734863
16
<0.1%
35
<0.1%
2.799999952316284
15
<0.1%
54
<0.1%
10.800000190734863
15
<0.1%
59
<0.1%
8.600000381469727
15
<0.1%
47
<0.1%
9.800000190734863
14
<0.1%
42
<0.1%
15.0
13
<0.1%
46
<0.1%
24.0
13
<0.1%
45
<0.1%
23.399999618530273
13
<0.1%
51
<0.1%
19.200000762939453
13
<0.1%
58
<0.1%
12.899999618530273
13
<0.1%
54
<0.1%
13.800000190734863
13
<0.1%
47
<0.1%
21.200000762939453
12
<0.1%
46
<0.1%
SMALLEST VALUES
0.0
11,442
65.1%
59,049
50.5%
0.10000000149011612
5
<0.1%
75
<0.1%
0.20000000298023224
8
<0.1%
84
<0.1%
0.30000001192092896
10
<0.1%
64
<0.1%
0.4000000059604645
11
<0.1%
65
<0.1%
0.5
7
<0.1%
62
<0.1%
0.6000000238418579
9
<0.1%
54
<0.1%
0.699999988079071
6
<0.1%
66
<0.1%
0.800000011920929
9
<0.1%
57
<0.1%
0.8999999761581421
6
<0.1%
56
<0.1%
1.0
7
<0.1%
57
<0.1%
1.100000023841858
6
<0.1%
67
<0.1%
1.2000000476837158
5
<0.1%
66
<0.1%
1.2999999523162842
12
<0.1%
61
<0.1%
1.399999976158142
7
<0.1%
51
<0.1%
LARGEST VALUES
300.3999938964844
1
<0.1%
0
0.0%
299.1000061035156
1
<0.1%
0
0.0%
296.79998779296875
1
<0.1%
0
0.0%
293.3999938964844
1
<0.1%
1
<0.1%
288.8999938964844
1
<0.1%
0
0.0%
279.5
1
<0.1%
0
0.0%
273.70001220703125
1
<0.1%
3
<0.1%
269.8999938964844
1
<0.1%
3
<0.1%
268.3999938964844
1
<0.1%
3
<0.1%
266.20001220703125
1
<0.1%
1
<0.1%
265.70001220703125
1
<0.1%
2
<0.1%
265.3999938964844
1
<0.1%
2
<0.1%
263.6000061035156
2
<0.1%
3
<0.1%
262.0
1
<0.1%
2
<0.1%
260.70001220703125
2
<0.1%
0
0.0%
diffuse_rad_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad:W
0.99
clear_sky_energy_1h:J
0.92
clear_sky_rad:W
0.91
sun_elevation:d
0.72
direct_rad_1h:J
0.56
direct_rad:W
0.55
relative_humidity_1000hPa:p
-0.29
wind_speed_v_10m:ms
-0.23
air_density_2m:kgm3
-0.20
t_1000hPa:K
0.15
dew_point_2m:K
0.10
absolute_humidity_2m:gm3
0.08
wind_speed_10m:ms
0.07
fresh_snow_3h:cm
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.72
is_day:idx
0.68
super_cooled_liquid_water:kgm2
0.08
dew_or_rime:idx
0.08
rain_water:kgm2
0.06
precip_type_5min:idx
0.05
snow_density:kgm3
0.03
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
10,707
60.9%
54,144
46.3%
235584.90625
2
<0.1%
0
0.0%
138994.09375
2
<0.1%
0
0.0%
9001.5
2
<0.1%
0
0.0%
168854.203125
2
<0.1%
0
0.0%
43339.8984375
2
<0.1%
0
0.0%
64616.69921875
2
<0.1%
0
0.0%
96631.5
2
<0.1%
0
0.0%
487023.1875
1
<0.1%
0
0.0%
502229.59375
1
<0.1%
0
0.0%
570361.875
1
<0.1%
0
0.0%
523272.0
1
<0.1%
0
0.0%
468651.6875
1
<0.1%
0
0.0%
541883.3125
1
<0.1%
0
0.0%
447204.8125
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
10,707
60.9%
54,144
46.3%
14.800000190734863
1
<0.1%
0
0.0%
37.79999923706055
1
<0.1%
0
0.0%
67.5
1
<0.1%
0
0.0%
92.0
1
<0.1%
0
0.0%
101.0999984741211
1
<0.1%
0
0.0%
168.5
1
<0.1%
0
0.0%
223.0
1
<0.1%
0
0.0%
236.0
1
<0.1%
0
0.0%
288.20001220703125
1
<0.1%
0
0.0%
302.29998779296875
1
<0.1%
0
0.0%
313.20001220703125
1
<0.1%
0
0.0%
338.20001220703125
1
<0.1%
0
0.0%
363.29998779296875
1
<0.1%
0
0.0%
381.8999938964844
1
<0.1%
0
0.0%
LARGEST VALUES
1060715.5
1
<0.1%
0
0.0%
1031172.875
1
<0.1%
0
0.0%
1031068.125
1
<0.1%
0
0.0%
998666.125
1
<0.1%
0
0.0%
997387.6875
1
<0.1%
0
0.0%
963709.3125
1
<0.1%
0
0.0%
959774.375
1
<0.1%
0
0.0%
948969.1875
1
<0.1%
0
0.0%
948609.5
1
<0.1%
0
0.0%
944606.125
1
<0.1%
0
0.0%
941247.1875
1
<0.1%
0
0.0%
940906.375
1
<0.1%
0
0.0%
937029.125
1
<0.1%
0
0.0%
929713.3125
1
<0.1%
0
0.0%
928720.6875
1
<0.1%
0
0.0%
direct_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad_1h:J
0.99
clear_sky_rad:W
0.76
clear_sky_energy_1h:J
0.76
diffuse_rad_1h:J
0.55
diffuse_rad:W
0.55
sun_elevation:d
0.53
relative_humidity_1000hPa:p
-0.40
effective_cloud_cover:p
-0.32
total_cloud_cover:p
-0.32
pressure_100m:hPa
0.17
pressure_50m:hPa
0.17
msl_pressure:hPa
0.17
sfc_pressure:hPa
0.17
wind_speed_v_10m:ms
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.49
is_day:idx
0.44
super_cooled_liquid_water:kgm2
0.14
precip_type_5min:idx
0.06
snow_density:kgm3
0.06
rain_water:kgm2
0.05
dew_or_rime:idx
0.05
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
12,760
72.6%
66,381
56.8%
0.10000000149011612
112
0.6%
1,009
0.9%
0.20000000298023224
73
0.4%
617
0.5%
0.4000000059604645
60
0.3%
384
0.3%
0.30000001192092896
57
0.3%
488
0.4%
0.699999988079071
42
0.2%
319
0.3%
0.6000000238418579
35
0.2%
322
0.3%
1.100000023841858
35
0.2%
235
0.2%
0.800000011920929
29
0.2%
267
0.2%
0.5
27
0.2%
375
0.3%
1.0
26
0.1%
240
0.2%
2.0
25
0.1%
149
0.1%
1.2999999523162842
23
0.1%
181
0.2%
0.8999999761581421
17
<0.1%
257
0.2%
3.4000000953674316
17
<0.1%
113
<0.1%
SMALLEST VALUES
0.0
12,760
72.6%
66,381
56.8%
0.10000000149011612
112
0.6%
1,009
0.9%
0.20000000298023224
73
0.4%
617
0.5%
0.30000001192092896
57
0.3%
488
0.4%
0.4000000059604645
60
0.3%
384
0.3%
0.5
27
0.2%
375
0.3%
0.6000000238418579
35
0.2%
322
0.3%
0.699999988079071
42
0.2%
319
0.3%
0.800000011920929
29
0.2%
267
0.2%
0.8999999761581421
17
<0.1%
257
0.2%
1.0
26
0.1%
240
0.2%
1.100000023841858
35
0.2%
235
0.2%
1.2000000476837158
16
<0.1%
217
0.2%
1.2999999523162842
23
0.1%
181
0.2%
1.399999976158142
15
<0.1%
176
0.2%
LARGEST VALUES
530.4000244140625
1
<0.1%
0
0.0%
530.2000122070312
1
<0.1%
4
<0.1%
528.0999755859375
1
<0.1%
1
<0.1%
527.5999755859375
1
<0.1%
3
<0.1%
524.0999755859375
1
<0.1%
1
<0.1%
522.9000244140625
1
<0.1%
1
<0.1%
518.0999755859375
1
<0.1%
1
<0.1%
516.2999877929688
1
<0.1%
2
<0.1%
513.7999877929688
1
<0.1%
4
<0.1%
512.7000122070312
1
<0.1%
4
<0.1%
510.6000061035156
1
<0.1%
1
<0.1%
509.70001220703125
1
<0.1%
3
<0.1%
508.8999938964844
1
<0.1%
2
<0.1%
508.20001220703125
1
<0.1%
3
<0.1%
508.1000061035156
1
<0.1%
1
<0.1%
direct_rad_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad:W
0.99
clear_sky_energy_1h:J
0.76
clear_sky_rad:W
0.75
diffuse_rad_1h:J
0.56
diffuse_rad:W
0.55
sun_elevation:d
0.53
relative_humidity_1000hPa:p
-0.43
effective_cloud_cover:p
-0.32
total_cloud_cover:p
-0.32
pressure_100m:hPa
0.17
pressure_50m:hPa
0.17
wind_speed_v_10m:ms
-0.17
msl_pressure:hPa
0.17
sfc_pressure:hPa
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.49
is_day:idx
0.45
super_cooled_liquid_water:kgm2
0.14
precip_type_5min:idx
0.06
snow_density:kgm3
0.06
rain_water:kgm2
0.05
dew_or_rime:idx
0.05
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
11,932
67.9%
60,119
51.4%
1.100000023841858
13
<0.1%
1
<0.1%
0.699999988079071
7
<0.1%
7
<0.1%
0.6000000238418579
5
<0.1%
0
0.0%
0.4000000059604645
5
<0.1%
7
<0.1%
0.20000000298023224
5
<0.1%
23
<0.1%
0.800000011920929
4
<0.1%
1
<0.1%
0.30000001192092896
4
<0.1%
16
<0.1%
0.5
4
<0.1%
3
<0.1%
198.5
3
<0.1%
0
0.0%
317.29998779296875
3
<0.1%
1
<0.1%
317.0
2
<0.1%
0
0.0%
0.10000000149011612
2
<0.1%
59
<0.1%
28.600000381469727
2
<0.1%
0
0.0%
19293.19921875
2
<0.1%
0
0.0%
SMALLEST VALUES
0.0
11,932
67.9%
60,119
51.4%
0.10000000149011612
2
<0.1%
59
<0.1%
0.20000000298023224
5
<0.1%
23
<0.1%
0.30000001192092896
4
<0.1%
16
<0.1%
0.4000000059604645
5
<0.1%
7
<0.1%
0.5
4
<0.1%
3
<0.1%
0.6000000238418579
5
<0.1%
0
0.0%
0.699999988079071
7
<0.1%
7
<0.1%
0.800000011920929
4
<0.1%
1
<0.1%
0.8999999761581421
1
<0.1%
0
0.0%
1.0
2
<0.1%
2
<0.1%
1.100000023841858
13
<0.1%
1
<0.1%
24.899999618530273
1
<0.1%
3
<0.1%
26.600000381469727
1
<0.1%
1
<0.1%
26.799999237060547
1
<0.1%
0
0.0%
LARGEST VALUES
1893064.25
1
<0.1%
0
0.0%
1891925.0
1
<0.1%
0
0.0%
1887211.25
1
<0.1%
0
0.0%
1883790.375
1
<0.1%
0
0.0%
1869048.75
1
<0.1%
0
0.0%
1868691.75
1
<0.1%
0
0.0%
1844639.625
1
<0.1%
0
0.0%
1844141.875
1
<0.1%
0
0.0%
1827623.75
1
<0.1%
0
0.0%
1827249.625
1
<0.1%
0
0.0%
1821149.125
1
<0.1%
0
0.0%
1820015.875
1
<0.1%
0
0.0%
1813839.5
1
<0.1%
0
0.0%
1813576.5
1
<0.1%
0
0.0%
1812654.5
1
<0.1%
0
0.0%
effective_cloud_cover:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_cloud_cover:p
0.95
visibility:m
-0.42
ceiling_height_agl:m
-0.36
snow_water:kgm2
0.35
air_density_2m:kgm3
-0.33
direct_rad_1h:J
-0.32
direct_rad:W
-0.32
sfc_pressure:hPa
-0.30
msl_pressure:hPa
-0.30
pressure_50m:hPa
-0.30
pressure_100m:hPa
-0.30
relative_humidity_1000hPa:p
0.27
wind_speed_u_10m:ms
0.27
dew_point_2m:K
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.42
precip_type_5min:idx
0.17
rain_water:kgm2
0.14
is_in_shadow:idx
0.06
is_day:idx
0.06
snow_density:kgm3
0.04
dew_or_rime:idx
0.03
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
100.0
3,945
22.4%
15,434
13.2%
0.0
969
5.5%
4,335
3.7%
99.9000015258789
358
2.0%
2,677
2.3%
99.80000305175781
287
1.6%
1,812
1.5%
99.69999694824219
203
1.2%
1,287
1.1%
99.5999984741211
173
1.0%
1,125
1.0%
99.5
127
0.7%
960
0.8%
99.4000015258789
122
0.7%
789
0.7%
99.30000305175781
92
0.5%
666
0.6%
99.0999984741211
91
0.5%
639
0.5%
99.19999694824219
90
0.5%
682
0.6%
99.0
85
0.5%
598
0.5%
98.80000305175781
83
0.5%
520
0.4%
98.9000015258789
76
0.4%
564
0.5%
98.5
70
0.4%
435
0.4%
SMALLEST VALUES
0.0
969
5.5%
4,335
3.7%
0.10000000149011612
41
0.2%
272
0.2%
0.20000000298023224
42
0.2%
258
0.2%
0.30000001192092896
34
0.2%
252
0.2%
0.4000000059604645
35
0.2%
239
0.2%
0.5
24
0.1%
227
0.2%
0.6000000238418579
31
0.2%
192
0.2%
0.699999988079071
19
0.1%
182
0.2%
0.800000011920929
25
0.1%
246
0.2%
0.8999999761581421
20
0.1%
147
0.1%
1.0
23
0.1%
133
0.1%
1.100000023841858
15
<0.1%
162
0.1%
1.2000000476837158
15
<0.1%
129
0.1%
1.2999999523162842
28
0.2%
168
0.1%
1.399999976158142
22
0.1%
149
0.1%
LARGEST VALUES
100.0
3,945
22.4%
15,434
13.2%
99.9000015258789
358
2.0%
2,677
2.3%
99.80000305175781
287
1.6%
1,812
1.5%
99.69999694824219
203
1.2%
1,287
1.1%
99.5999984741211
173
1.0%
1,125
1.0%
99.5
127
0.7%
960
0.8%
99.4000015258789
122
0.7%
789
0.7%
99.30000305175781
92
0.5%
666
0.6%
99.19999694824219
90
0.5%
682
0.6%
99.0999984741211
91
0.5%
639
0.5%
99.0
85
0.5%
598
0.5%
98.9000015258789
76
0.4%
564
0.5%
98.80000305175781
83
0.5%
520
0.4%
98.69999694824219
54
0.3%
542
0.5%
98.5999984741211
69
0.4%
467
0.4%
elevation:m
MISSING:
---
---
TOP CATEGORIES
7.0
17,576
100%
116,929
100%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
elevation:m
PROVIDES INFORMATION ON...
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
precip_type_5min:idx
0.00
rain_water:kgm2
0.00
snow_density:kgm3
0.00
super_cooled_liquid_water:kgm2
0.00
is_day:idx
-0.00
is_in_shadow:idx
-0.00
dew_or_rime:idx
-0.00

THESE FEATURES
GIVE INFORMATION
ON elevation:m:
dew_or_rime:idx
1.00
is_day:idx
1.00
is_in_shadow:idx
1.00
precip_type_5min:idx
1.00
rain_water:kgm2
1.00
snow_density:kgm3
1.00
snow_drift:idx
1.00
super_cooled_liquid_water:kgm2
1.00
wind_speed_w_1000hPa:ms
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
elevation:m
CORRELATION RATIO WITH...
absolute_humidity_2m:gm3
0.00
air_density_2m:kgm3
0.00
ceiling_height_agl:m
0.00
clear_sky_energy_1h:J
0.00
clear_sky_rad:W
0.00
cloud_base_agl:m
0.00
dew_point_2m:K
0.00
diffuse_rad:W
0.00
diffuse_rad_1h:J
0.00
direct_rad:W
0.00
direct_rad_1h:J
0.00
effective_cloud_cover:p
0.00
fresh_snow_12h:cm
0.00
fresh_snow_1h:cm
0.00
fresh_snow_12h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_24h:cm
0.81
fresh_snow_6h:cm
0.81
fresh_snow_3h:cm
0.62
fresh_snow_1h:cm
0.43
wind_speed_u_10m:ms
0.22
t_1000hPa:K
-0.17
snow_depth:cm
0.16
pressure_100m:hPa
-0.15
visibility:m
-0.15
pressure_50m:hPa
-0.15
sfc_pressure:hPa
-0.15
msl_pressure:hPa
-0.15
absolute_humidity_2m:gm3
-0.14
effective_cloud_cover:p
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.23
snow_density:kgm3
0.19
rain_water:kgm2
0.04
dew_or_rime:idx
0.04
super_cooled_liquid_water:kgm2
0.03
is_in_shadow:idx
0.02
is_day:idx
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
14,916
84.9%
112,582
96.3%
0.20000000298023224
183
1.0%
219
0.2%
0.5
156
0.9%
253
0.2%
0.4000000059604645
154
0.9%
284
0.2%
0.8999999761581421
150
0.9%
131
0.1%
0.699999988079071
136
0.8%
215
0.2%
0.800000011920929
110
0.6%
183
0.2%
0.30000001192092896
109
0.6%
385
0.3%
1.100000023841858
106
0.6%
140
0.1%
1.600000023841858
104
0.6%
121
0.1%
1.2999999523162842
95
0.5%
85
<0.1%
2.700000047683716
88
0.5%
38
<0.1%
2.0
80
0.5%
50
<0.1%
3.0
63
0.4%
46
<0.1%
0.6000000238418579
62
0.4%
227
0.2%
SMALLEST VALUES
0.0
14,916
84.9%
112,582
96.3%
0.20000000298023224
183
1.0%
219
0.2%
0.30000001192092896
109
0.6%
385
0.3%
0.4000000059604645
154
0.9%
284
0.2%
0.5
156
0.9%
253
0.2%
0.6000000238418579
62
0.4%
227
0.2%
0.699999988079071
136
0.8%
215
0.2%
0.800000011920929
110
0.6%
183
0.2%
0.8999999761581421
150
0.9%
131
0.1%
1.0
38
0.2%
218
0.2%
1.100000023841858
106
0.6%
140
0.1%
1.2000000476837158
22
0.1%
125
0.1%
1.2999999523162842
95
0.5%
85
<0.1%
1.399999976158142
40
0.2%
36
<0.1%
1.5
40
0.2%
81
<0.1%
LARGEST VALUES
9.5
4
<0.1%
0
0.0%
9.399999618530273
2
<0.1%
0
0.0%
9.300000190734863
4
<0.1%
0
0.0%
9.199999809265137
2
<0.1%
0
0.0%
9.100000381469727
2
<0.1%
1
<0.1%
9.0
2
<0.1%
0
0.0%
8.699999809265137
1
<0.1%
0
0.0%
8.399999618530273
8
<0.1%
15
<0.1%
8.300000190734863
3
<0.1%
13
<0.1%
8.199999809265137
2
<0.1%
5
<0.1%
8.100000381469727
4
<0.1%
17
<0.1%
8.0
2
<0.1%
8
<0.1%
7.900000095367432
4
<0.1%
7
<0.1%
7.800000190734863
4
<0.1%
10
<0.1%
7.0
16
<0.1%
11
<0.1%
fresh_snow_1h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_3h:cm
0.77
fresh_snow_6h:cm
0.57
fresh_snow_12h:cm
0.43
fresh_snow_24h:cm
0.34
precip_5min:mm
0.22
snow_water:kgm2
0.20
visibility:m
-0.17
wind_speed_u_10m:ms
0.11
effective_cloud_cover:p
0.11
t_1000hPa:K
-0.10
pressure_100m:hPa
-0.09
pressure_50m:hPa
-0.09
sfc_pressure:hPa
-0.09
msl_pressure:hPa
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.55
snow_density:kgm3
0.09
is_day:idx
0.06
is_in_shadow:idx
0.06
super_cooled_liquid_water:kgm2
0.04
rain_water:kgm2
0.02
dew_or_rime:idx
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
16,852
95.9%
115,773
99.0%
0.30000001192092896
148
0.8%
236
0.2%
0.5
115
0.7%
144
0.1%
0.4000000059604645
112
0.6%
217
0.2%
0.20000000298023224
100
0.6%
109
<0.1%
0.6000000238418579
59
0.3%
100
<0.1%
0.800000011920929
39
0.2%
87
<0.1%
0.699999988079071
33
0.2%
57
<0.1%
0.8999999761581421
26
0.1%
46
<0.1%
1.2000000476837158
20
0.1%
17
<0.1%
1.100000023841858
15
<0.1%
23
<0.1%
1.399999976158142
12
<0.1%
14
<0.1%
1.7000000476837158
10
<0.1%
8
<0.1%
1.0
9
<0.1%
41
<0.1%
1.2999999523162842
8
<0.1%
7
<0.1%
SMALLEST VALUES
0.0
16,852
95.9%
115,773
99.0%
0.20000000298023224
100
0.6%
109
<0.1%
0.30000001192092896
148
0.8%
236
0.2%
0.4000000059604645
112
0.6%
217
0.2%
0.5
115
0.7%
144
0.1%
0.6000000238418579
59
0.3%
100
<0.1%
0.699999988079071
33
0.2%
57
<0.1%
0.800000011920929
39
0.2%
87
<0.1%
0.8999999761581421
26
0.1%
46
<0.1%
1.0
9
<0.1%
41
<0.1%
1.100000023841858
15
<0.1%
23
<0.1%
1.2000000476837158
20
0.1%
17
<0.1%
1.2999999523162842
8
<0.1%
7
<0.1%
1.399999976158142
12
<0.1%
14
<0.1%
1.7000000476837158
10
<0.1%
8
<0.1%
LARGEST VALUES
3.5
2
<0.1%
1
<0.1%
2.5999999046325684
4
<0.1%
4
<0.1%
2.0999999046325684
6
<0.1%
1
<0.1%
1.899999976158142
4
<0.1%
2
<0.1%
1.7999999523162842
2
<0.1%
4
<0.1%
1.7000000476837158
10
<0.1%
8
<0.1%
1.399999976158142
12
<0.1%
14
<0.1%
1.2999999523162842
8
<0.1%
7
<0.1%
1.2000000476837158
20
0.1%
17
<0.1%
1.100000023841858
15
<0.1%
23
<0.1%
1.0
9
<0.1%
41
<0.1%
0.8999999761581421
26
0.1%
46
<0.1%
0.800000011920929
39
0.2%
87
<0.1%
0.699999988079071
33
0.2%
57
<0.1%
0.6000000238418579
59
0.3%
100
<0.1%
fresh_snow_24h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_12h:cm
0.81
fresh_snow_6h:cm
0.63
fresh_snow_3h:cm
0.48
fresh_snow_1h:cm
0.34
snow_depth:cm
0.24
wind_speed_u_10m:ms
0.22
t_1000hPa:K
-0.22
absolute_humidity_2m:gm3
-0.18
pressure_100m:hPa
-0.17
pressure_50m:hPa
-0.17
sfc_pressure:hPa
-0.17
msl_pressure:hPa
-0.17
visibility:m
-0.15
dew_point_2m:K
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.27
precip_type_5min:idx
0.21
rain_water:kgm2
0.05
dew_or_rime:idx
0.05
super_cooled_liquid_water:kgm2
0.04
is_in_shadow:idx
0.03
is_day:idx
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
13,820
78.6%
109,979
94.1%
0.20000000298023224
275
1.6%
292
0.2%
1.600000023841858
148
0.8%
156
0.1%
0.4000000059604645
138
0.8%
352
0.3%
0.699999988079071
136
0.8%
358
0.3%
0.8999999761581421
134
0.8%
238
0.2%
0.5
128
0.7%
392
0.3%
0.800000011920929
127
0.7%
225
0.2%
1.100000023841858
121
0.7%
167
0.1%
2.0999999046325684
105
0.6%
122
0.1%
4.5
102
0.6%
38
<0.1%
1.2999999523162842
99
0.6%
105
<0.1%
2.299999952316284
95
0.5%
125
0.1%
0.30000001192092896
91
0.5%
601
0.5%
3.0
84
0.5%
38
<0.1%
SMALLEST VALUES
0.0
13,820
78.6%
109,979
94.1%
0.20000000298023224
275
1.6%
292
0.2%
0.30000001192092896
91
0.5%
601
0.5%
0.4000000059604645
138
0.8%
352
0.3%
0.5
128
0.7%
392
0.3%
0.6000000238418579
55
0.3%
351
0.3%
0.699999988079071
136
0.8%
358
0.3%
0.800000011920929
127
0.7%
225
0.2%
0.8999999761581421
134
0.8%
238
0.2%
1.0
28
0.2%
426
0.4%
1.100000023841858
121
0.7%
167
0.1%
1.2000000476837158
16
<0.1%
140
0.1%
1.2999999523162842
99
0.6%
105
<0.1%
1.399999976158142
74
0.4%
60
<0.1%
1.5
68
0.4%
99
<0.1%
LARGEST VALUES
12.5
11
<0.1%
1
<0.1%
12.100000381469727
4
<0.1%
4
<0.1%
11.899999618530273
2
<0.1%
29
<0.1%
11.800000190734863
2
<0.1%
3
<0.1%
11.699999809265137
3
<0.1%
8
<0.1%
11.600000381469727
3
<0.1%
0
0.0%
11.5
4
<0.1%
4
<0.1%
11.399999618530273
1
<0.1%
1
<0.1%
11.300000190734863
3
<0.1%
4
<0.1%
11.199999809265137
7
<0.1%
4
<0.1%
11.100000381469727
3
<0.1%
20
<0.1%
11.0
3
<0.1%
0
0.0%
10.899999618530273
6
<0.1%
1
<0.1%
10.800000190734863
2
<0.1%
6
<0.1%
10.199999809265137
3
<0.1%
1
<0.1%
fresh_snow_3h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_6h:cm
0.83
fresh_snow_1h:cm
0.77
fresh_snow_12h:cm
0.62
fresh_snow_24h:cm
0.48
visibility:m
-0.20
snow_water:kgm2
0.17
precip_5min:mm
0.16
wind_speed_u_10m:ms
0.15
t_1000hPa:K
-0.13
effective_cloud_cover:p
0.12
pressure_100m:hPa
-0.12
pressure_50m:hPa
-0.12
sfc_pressure:hPa
-0.12
msl_pressure:hPa
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.42
snow_density:kgm3
0.12
is_in_shadow:idx
0.06
is_day:idx
0.06
dew_or_rime:idx
0.03
rain_water:kgm2
0.03
super_cooled_liquid_water:kgm2
0.03
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
16,328
92.9%
114,995
98.3%
0.5
140
0.8%
151
0.1%
0.30000001192092896
129
0.7%
197
0.2%
0.20000000298023224
128
0.7%
140
0.1%
0.4000000059604645
92
0.5%
176
0.2%
0.8999999761581421
90
0.5%
69
<0.1%
0.800000011920929
70
0.4%
108
<0.1%
0.699999988079071
69
0.4%
121
0.1%
0.6000000238418579
66
0.4%
124
0.1%
1.100000023841858
49
0.3%
109
<0.1%
1.0
40
0.2%
85
<0.1%
1.600000023841858
39
0.2%
39
<0.1%
1.7000000476837158
37
0.2%
35
<0.1%
1.2000000476837158
36
0.2%
51
<0.1%
2.299999952316284
30
0.2%
31
<0.1%
SMALLEST VALUES
0.0
16,328
92.9%
114,995
98.3%
0.20000000298023224
128
0.7%
140
0.1%
0.30000001192092896
129
0.7%
197
0.2%
0.4000000059604645
92
0.5%
176
0.2%
0.5
140
0.8%
151
0.1%
0.6000000238418579
66
0.4%
124
0.1%
0.699999988079071
69
0.4%
121
0.1%
0.800000011920929
70
0.4%
108
<0.1%
0.8999999761581421
90
0.5%
69
<0.1%
1.0
40
0.2%
85
<0.1%
1.100000023841858
49
0.3%
109
<0.1%
1.2000000476837158
36
0.2%
51
<0.1%
1.2999999523162842
30
0.2%
88
<0.1%
1.399999976158142
17
<0.1%
43
<0.1%
1.5
17
<0.1%
40
<0.1%
LARGEST VALUES
4.900000095367432
4
<0.1%
1
<0.1%
4.800000190734863
2
<0.1%
2
<0.1%
4.699999809265137
6
<0.1%
0
0.0%
4.599999904632568
2
<0.1%
1
<0.1%
4.199999809265137
2
<0.1%
5
<0.1%
3.9000000953674316
4
<0.1%
3
<0.1%
3.799999952316284
8
<0.1%
0
0.0%
3.5999999046325684
4
<0.1%
1
<0.1%
3.5
6
<0.1%
2
<0.1%
2.799999952316284
6
<0.1%
12
<0.1%
2.700000047683716
14
<0.1%
9
<0.1%
2.5999999046325684
12
<0.1%
28
<0.1%
2.5
10
<0.1%
20
<0.1%
2.4000000953674316
4
<0.1%
19
<0.1%
2.299999952316284
30
0.2%
31
<0.1%
fresh_snow_6h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_3h:cm
0.83
fresh_snow_12h:cm
0.81
fresh_snow_24h:cm
0.63
fresh_snow_1h:cm
0.57
visibility:m
-0.18
wind_speed_u_10m:ms
0.18
t_1000hPa:K
-0.15
pressure_100m:hPa
-0.14
pressure_50m:hPa
-0.14
sfc_pressure:hPa
-0.13
msl_pressure:hPa
-0.13
effective_cloud_cover:p
0.13
snow_depth:cm
0.12
absolute_humidity_2m:gm3
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.31
snow_density:kgm3
0.14
is_in_shadow:idx
0.05
is_day:idx
0.05
dew_or_rime:idx
0.03
rain_water:kgm2
0.03
super_cooled_liquid_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
15,726
89.5%
114,127
97.6%
0.20000000298023224
170
1.0%
170
0.1%
0.5
156
0.9%
182
0.2%
0.4000000059604645
130
0.7%
208
0.2%
0.30000001192092896
123
0.7%
255
0.2%
0.699999988079071
115
0.7%
147
0.1%
0.8999999761581421
92
0.5%
82
<0.1%
1.100000023841858
85
0.5%
110
<0.1%
0.800000011920929
81
0.5%
133
0.1%
0.6000000238418579
79
0.4%
146
0.1%
1.600000023841858
56
0.3%
82
<0.1%
2.0
52
0.3%
35
<0.1%
1.2999999523162842
50
0.3%
67
<0.1%
1.0
47
0.3%
124
0.1%
2.700000047683716
45
0.3%
33
<0.1%
SMALLEST VALUES
0.0
15,726
89.5%
114,127
97.6%
0.20000000298023224
170
1.0%
170
0.1%
0.30000001192092896
123
0.7%
255
0.2%
0.4000000059604645
130
0.7%
208
0.2%
0.5
156
0.9%
182
0.2%
0.6000000238418579
79
0.4%
146
0.1%
0.699999988079071
115
0.7%
147
0.1%
0.800000011920929
81
0.5%
133
0.1%
0.8999999761581421
92
0.5%
82
<0.1%
1.0
47
0.3%
124
0.1%
1.100000023841858
85
0.5%
110
<0.1%
1.2000000476837158
24
0.1%
77
<0.1%
1.2999999523162842
50
0.3%
67
<0.1%
1.399999976158142
34
0.2%
44
<0.1%
1.5
30
0.2%
55
<0.1%
LARGEST VALUES
7.400000095367432
8
<0.1%
2
<0.1%
6.699999809265137
4
<0.1%
0
0.0%
6.5
4
<0.1%
0
0.0%
5.400000095367432
1
<0.1%
1
<0.1%
5.300000190734863
4
<0.1%
6
<0.1%
4.800000190734863
8
<0.1%
9
<0.1%
4.699999809265137
15
<0.1%
10
<0.1%
4.599999904632568
8
<0.1%
2
<0.1%
4.400000095367432
5
<0.1%
7
<0.1%
4.199999809265137
6
<0.1%
17
<0.1%
4.099999904632568
4
<0.1%
22
<0.1%
4.0
15
<0.1%
12
<0.1%
3.9000000953674316
11
<0.1%
22
<0.1%
3.799999952316284
8
<0.1%
8
<0.1%
3.700000047683716
11
<0.1%
19
<0.1%
is_day:idx
MISSING:
---
---
TOP CATEGORIES
0.0
11,439
65%
59,013
50%
1.0
6,137
35%
57,916
50%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_day:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
is_in_shadow:idx
0.79
dew_or_rime:idx
0.04
rain_water:kgm2
0.02
snow_density:kgm3
0.00
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00

THESE FEATURES
GIVE INFORMATION
ON is_day:idx:
is_in_shadow:idx
0.75
dew_or_rime:idx
0.01
rain_water:kgm2
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00
elevation:m
-0.00
snow_drift:idx
-0.00
wind_speed_w_1000hPa:ms
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_day:idx
CORRELATION RATIO WITH...
sun_elevation:d
0.79
diffuse_rad:W
0.68
diffuse_rad_1h:J
0.68
clear_sky_rad:W
0.62
clear_sky_energy_1h:J
0.62
direct_rad_1h:J
0.45
direct_rad:W
0.44
relative_humidity_1000hPa:p
0.24
wind_speed_v_10m:ms
0.17
air_density_2m:kgm3
0.16
t_1000hPa:K
0.13
dew_point_2m:K
0.10
absolute_humidity_2m:gm3
0.09
pressure_100m:hPa
0.07
is_in_shadow:idx
MISSING:
---
---
TOP CATEGORIES
1.0
12,203
69%
62,985
54%
0.0
5,373
31%
53,944
46%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_in_shadow:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
is_day:idx
0.75
dew_or_rime:idx
0.05
rain_water:kgm2
0.02
snow_density:kgm3
0.01
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00

THESE FEATURES
GIVE INFORMATION
ON is_in_shadow:idx:
is_day:idx
0.79
dew_or_rime:idx
0.01
rain_water:kgm2
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00
elevation:m
-0.00
snow_drift:idx
-0.00
wind_speed_w_1000hPa:ms
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
CORRELATION RATIO WITH...
sun_elevation:d
0.77
diffuse_rad:W
0.74
diffuse_rad_1h:J
0.72
clear_sky_rad:W
0.68
clear_sky_energy_1h:J
0.68
direct_rad:W
0.49
direct_rad_1h:J
0.49
relative_humidity_1000hPa:p
0.24
wind_speed_v_10m:ms
0.19
air_density_2m:kgm3
0.16
t_1000hPa:K
0.14
dew_point_2m:K
0.10
absolute_humidity_2m:gm3
0.10
pressure_100m:hPa
0.08
msl_pressure:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sfc_pressure:hPa
1.00
pressure_50m:hPa
1.00
pressure_100m:hPa
1.00
air_density_2m:kgm3
0.50
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.23
snow_depth:cm
-0.19
direct_rad_1h:J
0.17
direct_rad:W
0.17
fresh_snow_24h:cm
-0.17
snow_water:kgm2
-0.16
fresh_snow_12h:cm
-0.15
wind_speed_10m:ms
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.22
super_cooled_liquid_water:kgm2
0.11
precip_type_5min:idx
0.08
is_in_shadow:idx
0.08
dew_or_rime:idx
0.07
is_day:idx
0.07
rain_water:kgm2
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1008.2000122070312
97
0.6%
399
0.3%
1016.2999877929688
76
0.4%
404
0.3%
1010.7999877929688
71
0.4%
328
0.3%
1008.2999877929688
70
0.4%
345
0.3%
1016.2000122070312
70
0.4%
443
0.4%
1007.7999877929688
69
0.4%
427
0.4%
1005.7000122070312
67
0.4%
309
0.3%
1008.5999755859375
66
0.4%
346
0.3%
1016.4000244140625
66
0.4%
368
0.3%
1001.7000122070312
65
0.4%
257
0.2%
1010.7000122070312
65
0.4%
316
0.3%
1019.5999755859375
65
0.4%
249
0.2%
1010.9000244140625
65
0.4%
305
0.3%
1011.0
65
0.4%
346
0.3%
1008.5
64
0.4%
326
0.3%
SMALLEST VALUES
970.7999877929688
1
<0.1%
9
<0.1%
970.9000244140625
3
<0.1%
16
<0.1%
971.0
2
<0.1%
13
<0.1%
971.0999755859375
2
<0.1%
18
<0.1%
971.2000122070312
2
<0.1%
14
<0.1%
971.2999877929688
3
<0.1%
12
<0.1%
971.4000244140625
2
<0.1%
11
<0.1%
971.5
3
<0.1%
13
<0.1%
971.5999755859375
2
<0.1%
13
<0.1%
971.7000122070312
1
<0.1%
16
<0.1%
971.7999877929688
2
<0.1%
9
<0.1%
971.9000244140625
2
<0.1%
7
<0.1%
972.0
1
<0.1%
7
<0.1%
972.0999755859375
2
<0.1%
11
<0.1%
972.2000122070312
1
<0.1%
12
<0.1%
LARGEST VALUES
1041.4000244140625
2
<0.1%
6
<0.1%
1041.300048828125
2
<0.1%
5
<0.1%
1041.199951171875
2
<0.1%
9
<0.1%
1041.0999755859375
13
<0.1%
10
<0.1%
1041.0
19
0.1%
5
<0.1%
1040.9000244140625
5
<0.1%
7
<0.1%
1040.800048828125
4
<0.1%
4
<0.1%
1040.699951171875
6
<0.1%
10
<0.1%
1040.5999755859375
8
<0.1%
19
<0.1%
1040.5
5
<0.1%
12
<0.1%
1040.4000244140625
7
<0.1%
17
<0.1%
1040.300048828125
7
<0.1%
5
<0.1%
1040.199951171875
7
<0.1%
4
<0.1%
1040.0999755859375
6
<0.1%
4
<0.1%
1040.0
5
<0.1%
3
<0.1%
precip_5min:mm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snow_water:kgm2
0.54
visibility:m
-0.27
fresh_snow_1h:cm
0.22
wind_speed_u_10m:ms
0.22
absolute_humidity_2m:gm3
0.18
fresh_snow_3h:cm
0.16
wind_speed_10m:ms
0.16
dew_point_2m:K
0.16
effective_cloud_cover:p
0.16
relative_humidity_1000hPa:p
0.14
air_density_2m:kgm3
-0.13
ceiling_height_agl:m
-0.13
total_cloud_cover:p
0.13
fresh_snow_6h:cm
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.89
rain_water:kgm2
0.54
super_cooled_liquid_water:kgm2
0.25
dew_or_rime:idx
0.11
is_in_shadow:idx
0.03
is_day:idx
0.03
snow_density:kgm3
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
16,799
95.6%
110,519
94.5%
0.05999999865889549
162
0.9%
588
0.5%
0.07000000029802322
123
0.7%
510
0.4%
0.07999999821186066
92
0.5%
416
0.4%
0.05000000074505806
87
0.5%
523
0.4%
0.09000000357627869
71
0.4%
284
0.2%
0.10000000149011612
52
0.3%
284
0.2%
0.10999999940395355
32
0.2%
229
0.2%
0.11999999731779099
32
0.2%
196
0.2%
0.12999999523162842
29
0.2%
146
0.1%
0.15000000596046448
20
0.1%
116
<0.1%
0.17000000178813934
12
<0.1%
99
<0.1%
0.20999999344348907
12
<0.1%
78
<0.1%
0.1599999964237213
12
<0.1%
131
0.1%
0.23999999463558197
8
<0.1%
50
<0.1%
SMALLEST VALUES
0.0
16,799
95.6%
110,519
94.5%
0.05000000074505806
87
0.5%
523
0.4%
0.05999999865889549
162
0.9%
588
0.5%
0.07000000029802322
123
0.7%
510
0.4%
0.07999999821186066
92
0.5%
416
0.4%
0.09000000357627869
71
0.4%
284
0.2%
0.10000000149011612
52
0.3%
284
0.2%
0.10999999940395355
32
0.2%
229
0.2%
0.11999999731779099
32
0.2%
196
0.2%
0.12999999523162842
29
0.2%
146
0.1%
0.14000000059604645
5
<0.1%
149
0.1%
0.15000000596046448
20
0.1%
116
<0.1%
0.1599999964237213
12
<0.1%
131
0.1%
0.17000000178813934
12
<0.1%
99
<0.1%
0.18000000715255737
4
<0.1%
95
<0.1%
LARGEST VALUES
0.3499999940395355
4
<0.1%
28
<0.1%
0.2800000011920929
4
<0.1%
74
<0.1%
0.27000001072883606
4
<0.1%
29
<0.1%
0.23999999463558197
8
<0.1%
50
<0.1%
0.23000000417232513
4
<0.1%
67
<0.1%
0.20999999344348907
12
<0.1%
78
<0.1%
0.20000000298023224
4
<0.1%
84
<0.1%
0.1899999976158142
4
<0.1%
72
<0.1%
0.18000000715255737
4
<0.1%
95
<0.1%
0.17000000178813934
12
<0.1%
99
<0.1%
0.1599999964237213
12
<0.1%
131
0.1%
0.15000000596046448
20
0.1%
116
<0.1%
0.14000000059604645
5
<0.1%
149
0.1%
0.12999999523162842
29
0.2%
146
0.1%
0.11999999731779099
32
0.2%
196
0.2%
precip_type_5min:idx
MISSING:
---
---
TOP CATEGORIES
0.0
16,799
96%
110,519
95%
1.0
426
2%
4,500
4%
3.0
204
1%
1,056
<1%
2.0
147
<1%
845
<1%
4.0
0
0%
4
<1%
5.0
0
0%
3
<1%
6.0
0
0%
2
<1%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
precip_type_5min:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
rain_water:kgm2
0.30
super_cooled_liquid_water:kgm2
0.04
dew_or_rime:idx
0.02
snow_density:kgm3
0.01
is_in_shadow:idx
0.00
is_day:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON precip_type_5min:idx:
rain_water:kgm2
0.17
super_cooled_liquid_water:kgm2
0.11
dew_or_rime:idx
0.01
snow_density:kgm3
0.01
is_in_shadow:idx
0.00
is_day:idx
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
CORRELATION RATIO WITH...
precip_5min:mm
0.89
fresh_snow_1h:cm
0.55
snow_water:kgm2
0.51
fresh_snow_3h:cm
0.42
fresh_snow_6h:cm
0.31
visibility:m
0.30
wind_speed_u_10m:ms
0.24
fresh_snow_12h:cm
0.23
absolute_humidity_2m:gm3
0.22
fresh_snow_24h:cm
0.21
dew_point_2m:K
0.19
wind_speed_10m:ms
0.18
effective_cloud_cover:p
0.17
t_1000hPa:K
0.15
pressure_100m:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_50m:hPa
1.00
msl_pressure:hPa
1.00
sfc_pressure:hPa
1.00
air_density_2m:kgm3
0.49
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.24
snow_depth:cm
-0.20
direct_rad_1h:J
0.17
direct_rad:W
0.17
fresh_snow_24h:cm
-0.17
snow_water:kgm2
-0.16
fresh_snow_12h:cm
-0.15
wind_speed_10m:ms
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.22
super_cooled_liquid_water:kgm2
0.11
is_in_shadow:idx
0.08
precip_type_5min:idx
0.08
dew_or_rime:idx
0.07
is_day:idx
0.07
rain_water:kgm2
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
995.0
80
0.5%
319
0.3%
995.0999755859375
78
0.4%
345
0.3%
994.5999755859375
72
0.4%
372
0.3%
995.2999877929688
71
0.4%
346
0.3%
997.2000122070312
71
0.4%
409
0.3%
994.7000122070312
67
0.4%
380
0.3%
996.7000122070312
67
0.4%
363
0.3%
1001.9000244140625
67
0.4%
371
0.3%
992.5
66
0.4%
316
0.3%
997.2999877929688
65
0.4%
417
0.4%
998.0
64
0.4%
326
0.3%
1002.5999755859375
64
0.4%
397
0.3%
995.2000122070312
64
0.4%
333
0.3%
992.7000122070312
62
0.4%
313
0.3%
987.4000244140625
62
0.4%
283
0.2%
SMALLEST VALUES
958.2000122070312
1
<0.1%
14
<0.1%
958.2999877929688
2
<0.1%
17
<0.1%
958.4000244140625
3
<0.1%
12
<0.1%
958.5
1
<0.1%
18
<0.1%
958.5999755859375
2
<0.1%
15
<0.1%
958.7000122070312
3
<0.1%
9
<0.1%
958.7999877929688
3
<0.1%
13
<0.1%
958.9000244140625
2
<0.1%
15
<0.1%
959.0
1
<0.1%
16
<0.1%
959.0999755859375
3
<0.1%
9
<0.1%
959.2000122070312
2
<0.1%
11
<0.1%
959.2999877929688
2
<0.1%
5
<0.1%
959.4000244140625
1
<0.1%
10
<0.1%
959.5
2
<0.1%
10
<0.1%
959.7000122070312
2
<0.1%
8
<0.1%
LARGEST VALUES
1028.0
2
<0.1%
1
<0.1%
1027.9000244140625
1
<0.1%
2
<0.1%
1027.800048828125
3
<0.1%
0
0.0%
1027.699951171875
11
<0.1%
2
<0.1%
1027.5999755859375
20
0.1%
0
0.0%
1027.5
11
<0.1%
2
<0.1%
1027.4000244140625
3
<0.1%
3
<0.1%
1027.300048828125
6
<0.1%
6
<0.1%
1027.199951171875
9
<0.1%
12
<0.1%
1027.0999755859375
12
<0.1%
5
<0.1%
1027.0
7
<0.1%
13
<0.1%
1026.9000244140625
6
<0.1%
2
<0.1%
1026.800048828125
6
<0.1%
6
<0.1%
1026.699951171875
10
<0.1%
10
<0.1%
1026.5999755859375
12
<0.1%
7
<0.1%
pressure_50m:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
msl_pressure:hPa
1.00
sfc_pressure:hPa
1.00
pressure_100m:hPa
1.00
air_density_2m:kgm3
0.49
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.24
snow_depth:cm
-0.19
direct_rad_1h:J
0.17
fresh_snow_24h:cm
-0.17
direct_rad:W
0.17
snow_water:kgm2
-0.16
fresh_snow_12h:cm
-0.15
wind_speed_10m:ms
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.22
super_cooled_liquid_water:kgm2
0.11
precip_type_5min:idx
0.08
is_in_shadow:idx
0.08
dew_or_rime:idx
0.07
is_day:idx
0.07
rain_water:kgm2
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1001.2000122070312
78
0.4%
346
0.3%
1000.9000244140625
77
0.4%
385
0.3%
1009.0999755859375
77
0.4%
421
0.4%
1001.4000244140625
76
0.4%
347
0.3%
998.7000122070312
76
0.4%
313
0.3%
1001.2999877929688
73
0.4%
380
0.3%
1001.0
73
0.4%
382
0.3%
994.5999755859375
72
0.4%
331
0.3%
1003.4000244140625
69
0.4%
416
0.4%
1009.2999877929688
66
0.4%
420
0.4%
1003.2999877929688
65
0.4%
432
0.4%
1003.7999877929688
65
0.4%
319
0.3%
1009.0
65
0.4%
368
0.3%
999.0
63
0.4%
292
0.2%
1003.0
62
0.4%
436
0.4%
SMALLEST VALUES
964.0999755859375
1
<0.1%
15
<0.1%
964.2000122070312
2
<0.1%
15
<0.1%
964.2999877929688
2
<0.1%
13
<0.1%
964.4000244140625
2
<0.1%
17
<0.1%
964.5
2
<0.1%
14
<0.1%
964.5999755859375
3
<0.1%
13
<0.1%
964.7000122070312
3
<0.1%
10
<0.1%
964.7999877929688
2
<0.1%
13
<0.1%
964.9000244140625
1
<0.1%
17
<0.1%
965.0
3
<0.1%
13
<0.1%
965.0999755859375
2
<0.1%
7
<0.1%
965.2000122070312
1
<0.1%
10
<0.1%
965.2999877929688
2
<0.1%
7
<0.1%
965.4000244140625
2
<0.1%
9
<0.1%
965.5999755859375
2
<0.1%
4
<0.1%
LARGEST VALUES
1034.4000244140625
1
<0.1%
2
<0.1%
1034.300048828125
2
<0.1%
1
<0.1%
1034.199951171875
3
<0.1%
1
<0.1%
1034.0999755859375
7
<0.1%
1
<0.1%
1034.0
17
<0.1%
7
<0.1%
1033.9000244140625
14
<0.1%
4
<0.1%
1033.800048828125
3
<0.1%
11
<0.1%
1033.699951171875
3
<0.1%
8
<0.1%
1033.5999755859375
5
<0.1%
8
<0.1%
1033.5
9
<0.1%
5
<0.1%
1033.4000244140625
6
<0.1%
8
<0.1%
1033.300048828125
10
<0.1%
19
<0.1%
1033.199951171875
5
<0.1%
12
<0.1%
1033.0999755859375
7
<0.1%
19
<0.1%
1033.0
7
<0.1%
3
<0.1%
prob_rime:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_humidity_1000hPa:p
0.09
snow_depth:cm
0.08
wind_speed_10m:ms
-0.08
visibility:m
-0.04
diffuse_rad_1h:J
-0.03
msl_pressure:hPa
-0.03
pressure_100m:hPa
-0.03
pressure_50m:hPa
-0.03
sfc_pressure:hPa
-0.03
clear_sky_energy_1h:J
-0.03
diffuse_rad:W
-0.03
clear_sky_rad:W
-0.03
snow_water:kgm2
-0.03
sun_elevation:d
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.69
snow_density:kgm3
0.05
is_in_shadow:idx
0.04
is_day:idx
0.03
super_cooled_liquid_water:kgm2
0.03
precip_type_5min:idx
0.01
rain_water:kgm2
0.01
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
17,407
99.0%
116,407
99.6%
0.20000000298023224
6
<0.1%
11
<0.1%
2.200000047683716
4
<0.1%
0
0.0%
0.6000000238418579
4
<0.1%
2
<0.1%
42.20000076293945
3
<0.1%
0
0.0%
11.800000190734863
3
<0.1%
2
<0.1%
0.10000000149011612
3
<0.1%
12
<0.1%
0.8999999761581421
3
<0.1%
6
<0.1%
0.30000001192092896
3
<0.1%
12
<0.1%
16.100000381469727
2
<0.1%
0
0.0%
17.899999618530273
2
<0.1%
0
0.0%
0.699999988079071
2
<0.1%
4
<0.1%
23.0
2
<0.1%
2
<0.1%
2.700000047683716
2
<0.1%
3
<0.1%
3.200000047683716
2
<0.1%
3
<0.1%
SMALLEST VALUES
0.0
17,407
99.0%
116,407
99.6%
0.10000000149011612
3
<0.1%
12
<0.1%
0.20000000298023224
6
<0.1%
11
<0.1%
0.30000001192092896
3
<0.1%
12
<0.1%
0.4000000059604645
2
<0.1%
5
<0.1%
0.5
1
<0.1%
3
<0.1%
0.6000000238418579
4
<0.1%
2
<0.1%
0.699999988079071
2
<0.1%
4
<0.1%
0.800000011920929
1
<0.1%
4
<0.1%
0.8999999761581421
3
<0.1%
6
<0.1%
1.2000000476837158
1
<0.1%
4
<0.1%
1.2999999523162842
1
<0.1%
1
<0.1%
1.399999976158142
1
<0.1%
3
<0.1%
1.600000023841858
1
<0.1%
4
<0.1%
1.7999999523162842
1
<0.1%
5
<0.1%
LARGEST VALUES
86.30000305175781
1
<0.1%
0
0.0%
83.5999984741211
1
<0.1%
0
0.0%
77.0
1
<0.1%
0
0.0%
74.0
1
<0.1%
0
0.0%
72.4000015258789
1
<0.1%
0
0.0%
70.9000015258789
1
<0.1%
0
0.0%
69.80000305175781
1
<0.1%
0
0.0%
69.4000015258789
1
<0.1%
0
0.0%
67.69999694824219
1
<0.1%
0
0.0%
62.0
1
<0.1%
0
0.0%
59.70000076293945
1
<0.1%
0
0.0%
57.29999923706055
1
<0.1%
0
0.0%
55.400001525878906
1
<0.1%
0
0.0%
55.0
1
<0.1%
0
0.0%
53.099998474121094
1
<0.1%
1
<0.1%
rain_water:kgm2
MISSING:
---
---
TOP CATEGORIES
0.0
17,144
98%
108,873
93%
0.10000000149011612
356
2%
5,993
5%
0.20000000298023224
39
<1%
1,415
1%
0.30000001192092896
29
<1%
355
<1%
0.4000000059604645
8
<1%
166
<1%
0.5
0
0%
76
<1%
0.6000000238418579
0
0%
31
<1%
0.699999988079071
0
0%
15
<1%
0.800000011920929
0
0%
2
<1%
0.8999999761581421
0
0%
2
<1%
1.0
0
0%
1
<1%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
rain_water:kgm2
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
precip_type_5min:idx
0.17
dew_or_rime:idx
0.05
super_cooled_liquid_water:kgm2
0.04
is_day:idx
0.00
is_in_shadow:idx
0.00
snow_density:kgm3
0.00

THESE FEATURES
GIVE INFORMATION
ON rain_water:kgm2:
precip_type_5min:idx
0.30
super_cooled_liquid_water:kgm2
0.21
dew_or_rime:idx
0.05
is_day:idx
0.02
is_in_shadow:idx
0.02
snow_density:kgm3
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_water:kgm2
CORRELATION RATIO WITH...
precip_5min:mm
0.54
snow_water:kgm2
0.44
absolute_humidity_2m:gm3
0.26
visibility:m
0.24
dew_point_2m:K
0.22
t_1000hPa:K
0.20
air_density_2m:kgm3
0.17
effective_cloud_cover:p
0.14
total_cloud_cover:p
0.12
relative_humidity_1000hPa:p
0.10
wind_speed_u_10m:ms
0.07
sun_elevation:d
0.06
diffuse_rad:W
0.06
diffuse_rad_1h:J
0.06
relative_humidity_1000hPa:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
visibility:m
-0.55
direct_rad_1h:J
-0.43
direct_rad:W
-0.40
clear_sky_energy_1h:J
-0.34
clear_sky_rad:W
-0.32
wind_speed_u_10m:ms
0.32
ceiling_height_agl:m
-0.32
diffuse_rad_1h:J
-0.29
cloud_base_agl:m
-0.29
diffuse_rad:W
-0.27
effective_cloud_cover:p
0.27
sun_elevation:d
-0.26
total_cloud_cover:p
0.26
absolute_humidity_2m:gm3
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.24
is_day:idx
0.24
super_cooled_liquid_water:kgm2
0.19
dew_or_rime:idx
0.17
precip_type_5min:idx
0.14
rain_water:kgm2
0.10
snow_density:kgm3
0.05
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
77.5999984741211
73
0.4%
264
0.2%
78.5999984741211
69
0.4%
339
0.3%
80.19999694824219
67
0.4%
314
0.3%
78.69999694824219
64
0.4%
298
0.3%
84.0
63
0.4%
364
0.3%
76.9000015258789
63
0.4%
286
0.2%
82.5999984741211
63
0.4%
342
0.3%
81.19999694824219
63
0.4%
338
0.3%
77.5
63
0.4%
307
0.3%
80.0999984741211
61
0.3%
361
0.3%
79.80000305175781
61
0.3%
339
0.3%
82.80000305175781
61
0.3%
343
0.3%
80.5
61
0.3%
360
0.3%
83.9000015258789
60
0.3%
348
0.3%
83.30000305175781
59
0.3%
339
0.3%
SMALLEST VALUES
21.5
1
<0.1%
2
<0.1%
21.600000381469727
1
<0.1%
1
<0.1%
21.700000762939453
2
<0.1%
2
<0.1%
21.799999237060547
1
<0.1%
0
0.0%
22.200000762939453
2
<0.1%
2
<0.1%
22.5
2
<0.1%
0
0.0%
22.799999237060547
1
<0.1%
2
<0.1%
22.899999618530273
2
<0.1%
4
<0.1%
23.100000381469727
1
<0.1%
4
<0.1%
23.299999237060547
2
<0.1%
5
<0.1%
23.399999618530273
1
<0.1%
1
<0.1%
23.600000381469727
1
<0.1%
2
<0.1%
23.700000762939453
1
<0.1%
2
<0.1%
24.0
2
<0.1%
1
<0.1%
24.100000381469727
3
<0.1%
5
<0.1%
LARGEST VALUES
100.0
6
<0.1%
26
<0.1%
99.80000305175781
1
<0.1%
4
<0.1%
99.5999984741211
1
<0.1%
11
<0.1%
99.30000305175781
3
<0.1%
12
<0.1%
99.19999694824219
5
<0.1%
14
<0.1%
99.0999984741211
4
<0.1%
8
<0.1%
99.0
1
<0.1%
11
<0.1%
98.80000305175781
7
<0.1%
10
<0.1%
98.5999984741211
2
<0.1%
12
<0.1%
98.4000015258789
2
<0.1%
15
<0.1%
98.30000305175781
1
<0.1%
12
<0.1%
98.19999694824219
2
<0.1%
11
<0.1%
98.0999984741211
1
<0.1%
11
<0.1%
98.0
3
<0.1%
14
<0.1%
97.9000015258789
1
<0.1%
19
<0.1%
sfc_pressure:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
msl_pressure:hPa
1.00
pressure_50m:hPa
1.00
pressure_100m:hPa
1.00
air_density_2m:kgm3
0.50
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.23
snow_depth:cm
-0.19
direct_rad_1h:J
0.17
fresh_snow_24h:cm
-0.17
direct_rad:W
0.17
snow_water:kgm2
-0.16
fresh_snow_12h:cm
-0.15
wind_speed_10m:ms
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.22
super_cooled_liquid_water:kgm2
0.11
precip_type_5min:idx
0.08
is_in_shadow:idx
0.08
dew_or_rime:idx
0.07
is_day:idx
0.07
rain_water:kgm2
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1007.4000244140625
89
0.5%
411
0.4%
1007.5
81
0.5%
357
0.3%
1007.2000122070312
77
0.4%
422
0.4%
1015.4000244140625
74
0.4%
432
0.4%
1010.0
69
0.4%
325
0.3%
1015.7000122070312
68
0.4%
374
0.3%
1009.5999755859375
68
0.4%
412
0.4%
1015.5
67
0.4%
359
0.3%
1007.9000244140625
67
0.4%
382
0.3%
1015.2999877929688
64
0.4%
425
0.4%
1010.0999755859375
64
0.4%
310
0.3%
1004.9000244140625
63
0.4%
316
0.3%
1009.0
63
0.4%
379
0.3%
1007.7000122070312
63
0.4%
311
0.3%
1015.5999755859375
62
0.4%
405
0.3%
SMALLEST VALUES
970.0
1
<0.1%
13
<0.1%
970.0999755859375
1
<0.1%
16
<0.1%
970.2000122070312
2
<0.1%
13
<0.1%
970.2999877929688
2
<0.1%
13
<0.1%
970.4000244140625
3
<0.1%
20
<0.1%
970.5
2
<0.1%
12
<0.1%
970.5999755859375
3
<0.1%
13
<0.1%
970.7000122070312
1
<0.1%
8
<0.1%
970.7999877929688
3
<0.1%
17
<0.1%
970.9000244140625
2
<0.1%
13
<0.1%
971.0
2
<0.1%
10
<0.1%
971.0999755859375
2
<0.1%
10
<0.1%
971.2000122070312
2
<0.1%
7
<0.1%
971.4000244140625
2
<0.1%
7
<0.1%
971.5
1
<0.1%
9
<0.1%
LARGEST VALUES
1040.800048828125
2
<0.1%
2
<0.1%
1040.699951171875
2
<0.1%
7
<0.1%
1040.5999755859375
3
<0.1%
5
<0.1%
1040.5
12
<0.1%
6
<0.1%
1040.4000244140625
14
<0.1%
12
<0.1%
1040.300048828125
7
<0.1%
3
<0.1%
1040.199951171875
4
<0.1%
11
<0.1%
1040.0999755859375
4
<0.1%
18
<0.1%
1040.0
2
<0.1%
18
<0.1%
1039.9000244140625
7
<0.1%
7
<0.1%
1039.800048828125
6
<0.1%
16
<0.1%
1039.699951171875
6
<0.1%
3
<0.1%
1039.5999755859375
5
<0.1%
7
<0.1%
1039.5
10
<0.1%
4
<0.1%
1039.4000244140625
7
<0.1%
3
<0.1%
snow_density:kgm3
MISSING:
15,713
(89%)
111,201
(95%)
TOP CATEGORIES
250.0
1,863
100%
5,728
100%
ALL
1,863
100%
5,728
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
snow_density:kgm3
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
dew_or_rime:idx
0.03
super_cooled_liquid_water:kgm2
0.01
precip_type_5min:idx
0.01
rain_water:kgm2
0.00
is_in_shadow:idx
0.00
is_day:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON snow_density:kgm3:
super_cooled_liquid_water:kgm2
0.02
dew_or_rime:idx
0.01
precip_type_5min:idx
0.01
is_in_shadow:idx
0.01
is_day:idx
0.00
rain_water:kgm2
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
CORRELATION RATIO WITH...
snow_depth:cm
0.85
snow_melt_10min:mm
0.32
fresh_snow_24h:cm
0.27
pressure_100m:hPa
0.22
pressure_50m:hPa
0.22
msl_pressure:hPa
0.22
sfc_pressure:hPa
0.22
absolute_humidity_2m:gm3
0.22
dew_point_2m:K
0.20
fresh_snow_12h:cm
0.19
t_1000hPa:K
0.18
fresh_snow_6h:cm
0.14
fresh_snow_3h:cm
0.12
wind_speed_v_10m:ms
0.12
snow_depth:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_24h:cm
0.24
snow_melt_10min:mm
0.20
pressure_100m:hPa
-0.20
pressure_50m:hPa
-0.19
msl_pressure:hPa
-0.19
sfc_pressure:hPa
-0.19
absolute_humidity_2m:gm3
-0.17
dew_point_2m:K
-0.16
fresh_snow_12h:cm
0.16
t_1000hPa:K
-0.16
fresh_snow_6h:cm
0.12
fresh_snow_3h:cm
0.11
wind_speed_u_10m:ms
0.09
prob_rime:p
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.85
dew_or_rime:idx
0.10
super_cooled_liquid_water:kgm2
0.09
precip_type_5min:idx
0.05
is_in_shadow:idx
0.05
is_day:idx
0.04
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
15,713
89.4%
111,201
95.1%
1.399999976158142
162
0.9%
54
<0.1%
3.4000000953674316
158
0.9%
68
<0.1%
1.7000000476837158
140
0.8%
56
<0.1%
1.5
132
0.8%
18
<0.1%
1.0
121
0.7%
75
<0.1%
4.0
101
0.6%
12
<0.1%
1.100000023841858
84
0.5%
96
<0.1%
1.2000000476837158
70
0.4%
64
<0.1%
0.800000011920929
64
0.4%
54
<0.1%
1.2999999523162842
62
0.4%
82
<0.1%
2.5999999046325684
57
0.3%
78
<0.1%
3.700000047683716
52
0.3%
45
<0.1%
0.10000000149011612
51
0.3%
27
<0.1%
0.699999988079071
47
0.3%
90
<0.1%
SMALLEST VALUES
0.0
15,713
89.4%
111,201
95.1%
0.10000000149011612
51
0.3%
27
<0.1%
0.20000000298023224
34
0.2%
39
<0.1%
0.30000001192092896
3
<0.1%
102
<0.1%
0.4000000059604645
3
<0.1%
43
<0.1%
0.5
5
<0.1%
53
<0.1%
0.6000000238418579
32
0.2%
77
<0.1%
0.699999988079071
47
0.3%
90
<0.1%
0.800000011920929
64
0.4%
54
<0.1%
0.8999999761581421
28
0.2%
54
<0.1%
1.0
121
0.7%
75
<0.1%
1.100000023841858
84
0.5%
96
<0.1%
1.2000000476837158
70
0.4%
64
<0.1%
1.2999999523162842
62
0.4%
82
<0.1%
1.399999976158142
162
0.9%
54
<0.1%
LARGEST VALUES
4.900000095367432
28
0.2%
22
<0.1%
4.800000190734863
4
<0.1%
12
<0.1%
4.699999809265137
11
<0.1%
28
<0.1%
4.599999904632568
12
<0.1%
30
<0.1%
4.5
7
<0.1%
28
<0.1%
4.400000095367432
4
<0.1%
96
<0.1%
4.300000190734863
2
<0.1%
6
<0.1%
4.199999809265137
4
<0.1%
6
<0.1%
4.099999904632568
9
<0.1%
11
<0.1%
4.0
101
0.6%
12
<0.1%
3.9000000953674316
5
<0.1%
26
<0.1%
3.799999952316284
43
0.2%
10
<0.1%
3.700000047683716
52
0.3%
45
<0.1%
3.5999999046325684
18
0.1%
26
<0.1%
3.5
35
0.2%
15
<0.1%
snow_drift:idx
MISSING:
---
---
TOP CATEGORIES
0.0
17,576
100%
116,921
>99%
1.0
0
0%
8
<1%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
snow_drift:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
wind_speed_w_1000hPa:ms
1.00
precip_type_5min:idx
0.00
rain_water:kgm2
0.00
snow_density:kgm3
0.00
super_cooled_liquid_water:kgm2
0.00
is_day:idx
-0.00
is_in_shadow:idx
-0.00
dew_or_rime:idx
-0.00

THESE FEATURES
GIVE INFORMATION
ON snow_drift:idx:
dew_or_rime:idx
1.00
elevation:m
1.00
is_day:idx
1.00
is_in_shadow:idx
1.00
precip_type_5min:idx
1.00
rain_water:kgm2
1.00
snow_density:kgm3
1.00
super_cooled_liquid_water:kgm2
1.00
wind_speed_w_1000hPa:ms
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_drift:idx
CORRELATION RATIO WITH...
absolute_humidity_2m:gm3
0.00
air_density_2m:kgm3
0.00
ceiling_height_agl:m
0.00
clear_sky_energy_1h:J
0.00
clear_sky_rad:W
0.00
cloud_base_agl:m
0.00
dew_point_2m:K
0.00
diffuse_rad:W
0.00
diffuse_rad_1h:J
0.00
direct_rad:W
0.00
direct_rad_1h:J
0.00
effective_cloud_cover:p
0.00
fresh_snow_12h:cm
0.00
fresh_snow_1h:cm
0.00
snow_melt_10min:mm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snow_depth:cm
0.20
air_density_2m:kgm3
-0.11
msl_pressure:hPa
-0.11
sfc_pressure:hPa
-0.11
pressure_50m:hPa
-0.11
pressure_100m:hPa
-0.11
t_1000hPa:K
0.07
visibility:m
0.06
diffuse_rad_1h:J
0.05
wind_speed_u_10m:ms
-0.05
relative_humidity_1000hPa:p
-0.05
diffuse_rad:W
0.05
clear_sky_energy_1h:J
0.04
sun_elevation:d
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.32
is_day:idx
0.03
is_in_shadow:idx
0.03
precip_type_5min:idx
0.02
super_cooled_liquid_water:kgm2
0.01
dew_or_rime:idx
0.01
rain_water:kgm2
0.01
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
-0.0
17,253
98.2%
116,276
99.4%
0.029999999329447746
119
0.7%
69
<0.1%
0.009999999776482582
81
0.5%
158
0.1%
0.019999999552965164
48
0.3%
93
<0.1%
0.05000000074505806
28
0.2%
60
<0.1%
0.03999999910593033
24
0.1%
43
<0.1%
0.11999999731779099
7
<0.1%
18
<0.1%
0.10000000149011612
7
<0.1%
32
<0.1%
0.12999999523162842
2
<0.1%
10
<0.1%
0.09000000357627869
2
<0.1%
23
<0.1%
0.07000000029802322
2
<0.1%
15
<0.1%
0.10999999940395355
1
<0.1%
28
<0.1%
0.07999999821186066
1
<0.1%
32
<0.1%
0.05999999865889549
1
<0.1%
53
<0.1%
SMALLEST VALUES
-0.0
17,253
98.2%
116,276
99.4%
0.009999999776482582
81
0.5%
158
0.1%
0.019999999552965164
48
0.3%
93
<0.1%
0.029999999329447746
119
0.7%
69
<0.1%
0.03999999910593033
24
0.1%
43
<0.1%
0.05000000074505806
28
0.2%
60
<0.1%
0.05999999865889549
1
<0.1%
53
<0.1%
0.07000000029802322
2
<0.1%
15
<0.1%
0.07999999821186066
1
<0.1%
32
<0.1%
0.09000000357627869
2
<0.1%
23
<0.1%
0.10000000149011612
7
<0.1%
32
<0.1%
0.10999999940395355
1
<0.1%
28
<0.1%
0.11999999731779099
7
<0.1%
18
<0.1%
0.12999999523162842
2
<0.1%
10
<0.1%
LARGEST VALUES
0.12999999523162842
2
<0.1%
10
<0.1%
0.11999999731779099
7
<0.1%
18
<0.1%
0.10999999940395355
1
<0.1%
28
<0.1%
0.10000000149011612
7
<0.1%
32
<0.1%
0.09000000357627869
2
<0.1%
23
<0.1%
0.07999999821186066
1
<0.1%
32
<0.1%
0.07000000029802322
2
<0.1%
15
<0.1%
0.05999999865889549
1
<0.1%
53
<0.1%
0.05000000074505806
28
0.2%
60
<0.1%
0.03999999910593033
24
0.1%
43
<0.1%
0.029999999329447746
119
0.7%
69
<0.1%
0.019999999552965164
48
0.3%
93
<0.1%
0.009999999776482582
81
0.5%
158
0.1%
-0.0
17,253
98.2%
116,276
99.4%
snow_water:kgm2
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
precip_5min:mm
0.54
visibility:m
-0.44
effective_cloud_cover:p
0.35
total_cloud_cover:p
0.29
air_density_2m:kgm3
-0.24
ceiling_height_agl:m
-0.21
absolute_humidity_2m:gm3
0.21
dew_point_2m:K
0.20
fresh_snow_1h:cm
0.20
fresh_snow_3h:cm
0.17
sfc_pressure:hPa
-0.16
msl_pressure:hPa
-0.16
pressure_50m:hPa
-0.16
pressure_100m:hPa
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.51
rain_water:kgm2
0.44
super_cooled_liquid_water:kgm2
0.41
dew_or_rime:idx
0.05
snow_density:kgm3
0.04
is_day:idx
0.01
is_in_shadow:idx
0.01
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
12,396
70.5%
81,357
69.6%
0.10000000149011612
2,562
14.6%
17,822
15.2%
0.20000000298023224
915
5.2%
6,215
5.3%
0.30000001192092896
603
3.4%
3,216
2.8%
0.4000000059604645
317
1.8%
2,045
1.7%
0.5
235
1.3%
1,420
1.2%
0.6000000238418579
141
0.8%
1,061
0.9%
0.699999988079071
127
0.7%
718
0.6%
0.800000011920929
76
0.4%
571
0.5%
0.8999999761581421
54
0.3%
445
0.4%
1.0
34
0.2%
352
0.3%
1.100000023841858
20
0.1%
314
0.3%
1.2999999523162842
17
<0.1%
214
0.2%
1.600000023841858
16
<0.1%
108
<0.1%
1.399999976158142
14
<0.1%
169
0.1%
SMALLEST VALUES
0.0
12,396
70.5%
81,357
69.6%
0.10000000149011612
2,562
14.6%
17,822
15.2%
0.20000000298023224
915
5.2%
6,215
5.3%
0.30000001192092896
603
3.4%
3,216
2.8%
0.4000000059604645
317
1.8%
2,045
1.7%
0.5
235
1.3%
1,420
1.2%
0.6000000238418579
141
0.8%
1,061
0.9%
0.699999988079071
127
0.7%
718
0.6%
0.800000011920929
76
0.4%
571
0.5%
0.8999999761581421
54
0.3%
445
0.4%
1.0
34
0.2%
352
0.3%
1.100000023841858
20
0.1%
314
0.3%
1.2000000476837158
12
<0.1%
258
0.2%
1.2999999523162842
17
<0.1%
214
0.2%
1.399999976158142
14
<0.1%
169
0.1%
LARGEST VALUES
3.200000047683716
1
<0.1%
9
<0.1%
2.700000047683716
1
<0.1%
20
<0.1%
2.5
1
<0.1%
17
<0.1%
2.0999999046325684
2
<0.1%
40
<0.1%
2.0
4
<0.1%
67
<0.1%
1.899999976158142
5
<0.1%
57
<0.1%
1.7999999523162842
11
<0.1%
64
<0.1%
1.7000000476837158
5
<0.1%
79
<0.1%
1.600000023841858
16
<0.1%
108
<0.1%
1.5
7
<0.1%
131
0.1%
1.399999976158142
14
<0.1%
169
0.1%
1.2999999523162842
17
<0.1%
214
0.2%
1.2000000476837158
12
<0.1%
258
0.2%
1.100000023841858
20
0.1%
314
0.3%
1.0
34
0.2%
352
0.3%
sun_azimuth:d
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_humidity_1000hPa:p
-0.08
t_1000hPa:K
0.07
air_density_2m:kgm3
-0.06
ceiling_height_agl:m
0.06
wind_speed_v_10m:ms
-0.05
visibility:m
0.05
diffuse_rad_1h:J
0.04
clear_sky_energy_1h:J
0.04
dew_point_2m:K
0.03
fresh_snow_12h:cm
-0.03
direct_rad_1h:J
0.03
absolute_humidity_2m:gm3
0.03
effective_cloud_cover:p
-0.02
cloud_base_agl:m
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.04
rain_water:kgm2
0.03
super_cooled_liquid_water:kgm2
0.02
dew_or_rime:idx
0.01
is_in_shadow:idx
0.00
snow_density:kgm3
0.00
is_day:idx
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
156.2779998779297
4
<0.1%
0
0.0%
241.74600219726562
3
<0.1%
0
0.0%
277.7359924316406
3
<0.1%
0
0.0%
164.5590057373047
3
<0.1%
0
0.0%
50.1349983215332
3
<0.1%
0
0.0%
103.13300323486328
2
<0.1%
0
0.0%
248.93899536132812
2
<0.1%
0
0.0%
346.9129943847656
2
<0.1%
1
<0.1%
157.59500122070312
2
<0.1%
1
<0.1%
326.06298828125
2
<0.1%
0
0.0%
236.17300415039062
2
<0.1%
0
0.0%
71.33999633789062
2
<0.1%
0
0.0%
284.8599853515625
2
<0.1%
1
<0.1%
60.683998107910156
2
<0.1%
0
0.0%
287.0150146484375
2
<0.1%
1
<0.1%
SMALLEST VALUES
0.014000000432133675
1
<0.1%
0
0.0%
0.023000000044703484
1
<0.1%
0
0.0%
0.027000000700354576
1
<0.1%
3
<0.1%
0.04699999839067459
1
<0.1%
1
<0.1%
0.06599999964237213
1
<0.1%
1
<0.1%
0.07199999690055847
1
<0.1%
0
0.0%
0.0820000022649765
1
<0.1%
1
<0.1%
0.10999999940395355
1
<0.1%
0
0.0%
0.11900000274181366
1
<0.1%
1
<0.1%
0.12099999934434891
1
<0.1%
0
0.0%
0.12300000339746475
1
<0.1%
1
<0.1%
0.1589999943971634
1
<0.1%
0
0.0%
0.16300000250339508
2
<0.1%
0
0.0%
0.20600000023841858
1
<0.1%
0
0.0%
0.2070000022649765
1
<0.1%
0
0.0%
LARGEST VALUES
359.99200439453125
1
<0.1%
0
0.0%
359.9840087890625
1
<0.1%
1
<0.1%
359.97198486328125
1
<0.1%
0
0.0%
359.9620056152344
1
<0.1%
1
<0.1%
359.9580078125
1
<0.1%
0
0.0%
359.9469909667969
1
<0.1%
0
0.0%
359.9360046386719
1
<0.1%
0
0.0%
359.93499755859375
1
<0.1%
1
<0.1%
359.91900634765625
1
<0.1%
0
0.0%
359.9159851074219
1
<0.1%
1
<0.1%
359.9150085449219
1
<0.1%
0
0.0%
359.8999938964844
1
<0.1%
0
0.0%
359.89898681640625
1
<0.1%
0
0.0%
359.88800048828125
1
<0.1%
0
0.0%
359.8869934082031
1
<0.1%
0
0.0%
sun_elevation:d
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad_1h:J
0.72
diffuse_rad:W
0.72
clear_sky_rad:W
0.72
clear_sky_energy_1h:J
0.71
direct_rad_1h:J
0.53
direct_rad:W
0.53
relative_humidity_1000hPa:p
-0.26
wind_speed_v_10m:ms
-0.21
air_density_2m:kgm3
-0.16
t_1000hPa:K
0.16
dew_point_2m:K
0.12
absolute_humidity_2m:gm3
0.11
total_cloud_cover:p
-0.11
pressure_100m:hPa
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_day:idx
0.79
is_in_shadow:idx
0.77
dew_or_rime:idx
0.07
snow_density:kgm3
0.07
rain_water:kgm2
0.06
super_cooled_liquid_water:kgm2
0.05
precip_type_5min:idx
0.03
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
3.2850000858306885
4
<0.1%
7
<0.1%
3.5929999351501465
4
<0.1%
2
<0.1%
-5.201000213623047
4
<0.1%
6
<0.1%
4.531000137329102
4
<0.1%
2
<0.1%
-25.809999465942383
4
<0.1%
0
0.0%
5.7170000076293945
4
<0.1%
6
<0.1%
2.8399999141693115
4
<0.1%
1
<0.1%
2.187999963760376
4
<0.1%
2
<0.1%
3.1549999713897705
4
<0.1%
4
<0.1%
3.9760000705718994
4
<0.1%
1
<0.1%
1.2139999866485596
4
<0.1%
2
<0.1%
-1.3609999418258667
4
<0.1%
3
<0.1%
-17.23200035095215
4
<0.1%
0
0.0%
3.681999921798706
3
<0.1%
2
<0.1%
0.5879999995231628
3
<0.1%
0
0.0%
SMALLEST VALUES
-50.00400161743164
1
<0.1%
1
<0.1%
-50.000999450683594
1
<0.1%
1
<0.1%
-49.99800109863281
1
<0.1%
1
<0.1%
-49.9900016784668
1
<0.1%
1
<0.1%
-49.98500061035156
1
<0.1%
1
<0.1%
-49.97100067138672
1
<0.1%
1
<0.1%
-49.9640007019043
1
<0.1%
1
<0.1%
-49.94499969482422
1
<0.1%
1
<0.1%
-49.933998107910156
1
<0.1%
1
<0.1%
-49.93199920654297
1
<0.1%
0
0.0%
-49.930999755859375
1
<0.1%
2
<0.1%
-49.92399978637695
1
<0.1%
2
<0.1%
-49.92300033569336
1
<0.1%
2
<0.1%
-49.92100143432617
1
<0.1%
2
<0.1%
-49.917999267578125
1
<0.1%
0
0.0%
LARGEST VALUES
41.19499969482422
1
<0.1%
0
0.0%
41.12900161743164
1
<0.1%
0
0.0%
41.11899948120117
1
<0.1%
1
<0.1%
40.92300033569336
1
<0.1%
1
<0.1%
40.902000427246094
1
<0.1%
0
0.0%
40.88399887084961
1
<0.1%
0
0.0%
40.81999969482422
1
<0.1%
0
0.0%
40.80699920654297
1
<0.1%
0
0.0%
40.6150016784668
1
<0.1%
1
<0.1%
40.59000015258789
1
<0.1%
4
<0.1%
40.57699966430664
1
<0.1%
0
0.0%
40.56999969482422
1
<0.1%
0
0.0%
40.54600143432617
1
<0.1%
0
0.0%
40.50699996948242
1
<0.1%
1
<0.1%
40.492000579833984
1
<0.1%
1
<0.1%
super_cooled_liquid_water:kgm2
MISSING:
---
---
TOP CATEGORIES
0.0
14,267
81%
78,346
67%
0.10000000149011612
1,895
11%
22,383
19%
0.20000000298023224
776
4%
8,362
7%
0.30000001192092896
383
2%
4,003
3%
0.4000000059604645
182
1%
2,071
2%
0.5
52
<1%
1,074
<1%
0.6000000238418579
13
<1%
436
<1%
0.699999988079071
5
<1%
142
<1%
0.800000011920929
2
<1%
61
<1%
0.8999999761581421
1
<1%
38
<1%
1.0
0
0%
5
<1%
1.100000023841858
0
0%
3
<1%
1.2999999523162842
0
0%
2
<1%
1.2000000476837158
0
0%
2
<1%
1.399999976158142
0
0%
1
<1%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
super_cooled_liquid_water:kgm2
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
rain_water:kgm2
0.21
precip_type_5min:idx
0.11
snow_density:kgm3
0.02
dew_or_rime:idx
0.02
is_in_shadow:idx
0.00
is_day:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON super_cooled_liquid_water:kgm2:
rain_water:kgm2
0.04
precip_type_5min:idx
0.04
snow_density:kgm3
0.01
dew_or_rime:idx
0.00
is_in_shadow:idx
0.00
is_day:idx
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
CORRELATION RATIO WITH...
effective_cloud_cover:p
0.42
snow_water:kgm2
0.41
visibility:m
0.39
total_cloud_cover:p
0.35
absolute_humidity_2m:gm3
0.31
dew_point_2m:K
0.30
precip_5min:mm
0.25
ceiling_height_agl:m
0.22
relative_humidity_1000hPa:p
0.19
t_1000hPa:K
0.18
wind_speed_u_10m:ms
0.18
air_density_2m:kgm3
0.17
cloud_base_agl:m
0.15
direct_rad_1h:J
0.14
t_1000hPa:K
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
0.90
absolute_humidity_2m:gm3
0.88
air_density_2m:kgm3
-0.82
fresh_snow_24h:cm
-0.22
clear_sky_energy_1h:J
0.19
clear_sky_rad:W
0.17
fresh_snow_12h:cm
-0.17
total_cloud_cover:p
0.16
sun_elevation:d
0.16
direct_rad_1h:J
0.16
snow_depth:cm
-0.16
ceiling_height_agl:m
0.15
snow_water:kgm2
0.15
diffuse_rad_1h:J
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_water:kgm2
0.20
super_cooled_liquid_water:kgm2
0.18
snow_density:kgm3
0.18
dew_or_rime:idx
0.16
precip_type_5min:idx
0.15
is_in_shadow:idx
0.14
is_day:idx
0.13
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
274.3999938964844
199
1.1%
615
0.5%
276.0
197
1.1%
785
0.7%
275.8999938964844
191
1.1%
847
0.7%
275.70001220703125
188
1.1%
756
0.6%
274.29998779296875
183
1.0%
632
0.5%
275.0
176
1.0%
814
0.7%
274.70001220703125
175
1.0%
780
0.7%
273.3999938964844
175
1.0%
557
0.5%
277.6000061035156
174
1.0%
731
0.6%
273.29998779296875
173
1.0%
558
0.5%
275.79998779296875
172
1.0%
830
0.7%
273.20001220703125
170
1.0%
443
0.4%
273.5
169
1.0%
593
0.5%
274.6000061035156
168
1.0%
673
0.6%
272.29998779296875
165
0.9%
502
0.4%
SMALLEST VALUES
259.70001220703125
1
<0.1%
8
<0.1%
259.79998779296875
6
<0.1%
10
<0.1%
259.8999938964844
12
<0.1%
4
<0.1%
260.0
4
<0.1%
7
<0.1%
260.1000061035156
2
<0.1%
9
<0.1%
260.20001220703125
2
<0.1%
6
<0.1%
260.29998779296875
3
<0.1%
10
<0.1%
260.3999938964844
2
<0.1%
8
<0.1%
260.5
3
<0.1%
7
<0.1%
260.6000061035156
5
<0.1%
8
<0.1%
260.70001220703125
3
<0.1%
8
<0.1%
260.79998779296875
5
<0.1%
22
<0.1%
260.8999938964844
1
<0.1%
16
<0.1%
261.0
2
<0.1%
18
<0.1%
261.1000061035156
6
<0.1%
28
<0.1%
LARGEST VALUES
285.8999938964844
1
<0.1%
435
0.4%
285.79998779296875
15
<0.1%
440
0.4%
285.70001220703125
6
<0.1%
485
0.4%
285.6000061035156
9
<0.1%
493
0.4%
285.5
5
<0.1%
526
0.4%
285.3999938964844
3
<0.1%
492
0.4%
285.29998779296875
5
<0.1%
523
0.4%
285.20001220703125
12
<0.1%
498
0.4%
285.1000061035156
32
0.2%
441
0.4%
285.0
16
<0.1%
493
0.4%
284.8999938964844
18
0.1%
494
0.4%
284.79998779296875
24
0.1%
504
0.4%
284.70001220703125
17
<0.1%
612
0.5%
284.6000061035156
18
0.1%
563
0.5%
284.5
25
0.1%
603
0.5%
total_cloud_cover:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
effective_cloud_cover:p
0.95
visibility:m
-0.34
direct_rad_1h:J
-0.32
air_density_2m:kgm3
-0.32
direct_rad:W
-0.32
snow_water:kgm2
0.29
sfc_pressure:hPa
-0.29
msl_pressure:hPa
-0.29
pressure_50m:hPa
-0.29
pressure_100m:hPa
-0.29
relative_humidity_1000hPa:p
0.26
dew_point_2m:K
0.25
absolute_humidity_2m:gm3
0.24
wind_speed_u_10m:ms
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.35
precip_type_5min:idx
0.14
rain_water:kgm2
0.12
is_in_shadow:idx
0.07
is_day:idx
0.07
snow_density:kgm3
0.04
dew_or_rime:idx
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
100.0
6,327
36.0%
25,736
22.0%
0.0
966
5.5%
4,323
3.7%
99.9000015258789
422
2.4%
3,937
3.4%
99.80000305175781
258
1.5%
2,356
2.0%
99.69999694824219
184
1.0%
1,726
1.5%
99.5999984741211
156
0.9%
1,481
1.3%
99.5
103
0.6%
1,253
1.1%
99.4000015258789
103
0.6%
1,095
0.9%
99.30000305175781
93
0.5%
933
0.8%
99.19999694824219
86
0.5%
977
0.8%
99.0999984741211
85
0.5%
756
0.6%
99.0
72
0.4%
688
0.6%
98.9000015258789
71
0.4%
650
0.6%
98.69999694824219
70
0.4%
563
0.5%
98.80000305175781
68
0.4%
661
0.6%
SMALLEST VALUES
0.0
966
5.5%
4,323
3.7%
0.10000000149011612
33
0.2%
205
0.2%
0.20000000298023224
38
0.2%
208
0.2%
0.30000001192092896
29
0.2%
256
0.2%
0.4000000059604645
30
0.2%
214
0.2%
0.5
20
0.1%
213
0.2%
0.6000000238418579
26
0.1%
170
0.1%
0.699999988079071
16
<0.1%
140
0.1%
0.800000011920929
26
0.1%
222
0.2%
0.8999999761581421
19
0.1%
138
0.1%
1.0
21
0.1%
125
0.1%
1.100000023841858
14
<0.1%
133
0.1%
1.2000000476837158
10
<0.1%
101
<0.1%
1.2999999523162842
20
0.1%
137
0.1%
1.399999976158142
17
<0.1%
129
0.1%
LARGEST VALUES
100.0
6,327
36.0%
25,736
22.0%
99.9000015258789
422
2.4%
3,937
3.4%
99.80000305175781
258
1.5%
2,356
2.0%
99.69999694824219
184
1.0%
1,726
1.5%
99.5999984741211
156
0.9%
1,481
1.3%
99.5
103
0.6%
1,253
1.1%
99.4000015258789
103
0.6%
1,095
0.9%
99.30000305175781
93
0.5%
933
0.8%
99.19999694824219
86
0.5%
977
0.8%
99.0999984741211
85
0.5%
756
0.6%
99.0
72
0.4%
688
0.6%
98.9000015258789
71
0.4%
650
0.6%
98.80000305175781
68
0.4%
661
0.6%
98.69999694824219
70
0.4%
563
0.5%
98.5999984741211
54
0.3%
541
0.5%
visibility:m
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_humidity_1000hPa:p
-0.55
ceiling_height_agl:m
0.49
snow_water:kgm2
-0.44
effective_cloud_cover:p
-0.42
wind_speed_u_10m:ms
-0.40
total_cloud_cover:p
-0.34
cloud_base_agl:m
0.33
precip_5min:mm
-0.27
absolute_humidity_2m:gm3
-0.20
fresh_snow_3h:cm
-0.20
fresh_snow_6h:cm
-0.18
dew_point_2m:K
-0.18
fresh_snow_1h:cm
-0.17
fresh_snow_12h:cm
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.39
precip_type_5min:idx
0.30
rain_water:kgm2
0.24
dew_or_rime:idx
0.07
snow_density:kgm3
0.03
is_day:idx
0.02
is_in_shadow:idx
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
14043.7001953125
3
<0.1%
0
0.0%
38485.8984375
3
<0.1%
0
0.0%
23383.599609375
3
<0.1%
0
0.0%
58903.5
3
<0.1%
0
0.0%
37531.0
3
<0.1%
0
0.0%
27071.69921875
2
<0.1%
1
<0.1%
59069.80078125
2
<0.1%
0
0.0%
33191.30078125
2
<0.1%
0
0.0%
59480.3984375
2
<0.1%
0
0.0%
16693.5
2
<0.1%
0
0.0%
15892.400390625
2
<0.1%
0
0.0%
59260.80078125
2
<0.1%
0
0.0%
10933.7998046875
2
<0.1%
0
0.0%
57744.19921875
2
<0.1%
0
0.0%
60840.69921875
2
<0.1%
0
0.0%
SMALLEST VALUES
201.3000030517578
1
<0.1%
0
0.0%
204.60000610351562
1
<0.1%
0
0.0%
207.89999389648438
1
<0.1%
0
0.0%
211.1999969482422
1
<0.1%
0
0.0%
214.5
1
<0.1%
0
0.0%
220.39999389648438
1
<0.1%
0
0.0%
225.1999969482422
1
<0.1%
0
0.0%
225.5
1
<0.1%
0
0.0%
236.0
1
<0.1%
0
0.0%
239.5
1
<0.1%
0
0.0%
243.39999389648438
1
<0.1%
0
0.0%
246.6999969482422
1
<0.1%
0
0.0%
255.3000030517578
1
<0.1%
0
0.0%
257.5
1
<0.1%
0
0.0%
258.5
1
<0.1%
0
0.0%
LARGEST VALUES
69058.296875
1
<0.1%
0
0.0%
68862.703125
1
<0.1%
0
0.0%
68589.703125
1
<0.1%
0
0.0%
68316.8984375
1
<0.1%
0
0.0%
68270.203125
1
<0.1%
0
0.0%
68186.296875
1
<0.1%
0
0.0%
68044.1015625
1
<0.1%
0
0.0%
67969.0
1
<0.1%
0
0.0%
67955.1015625
1
<0.1%
0
0.0%
67870.0
1
<0.1%
0
0.0%
67771.3984375
1
<0.1%
0
0.0%
67758.703125
1
<0.1%
0
0.0%
67722.8984375
1
<0.1%
0
0.0%
67674.1015625
1
<0.1%
0
0.0%
67563.1015625
1
<0.1%
0
0.0%
wind_speed_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_u_10m:ms
0.32
air_density_2m:kgm3
-0.28
effective_cloud_cover:p
0.21
cloud_base_agl:m
-0.20
total_cloud_cover:p
0.16
precip_5min:mm
0.16
snow_water:kgm2
0.15
sfc_pressure:hPa
-0.14
pressure_50m:hPa
-0.14
msl_pressure:hPa
-0.14
pressure_100m:hPa
-0.14
dew_point_2m:K
0.13
wind_speed_v_10m:ms
0.12
absolute_humidity_2m:gm3
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.18
dew_or_rime:idx
0.15
super_cooled_liquid_water:kgm2
0.07
is_day:idx
0.06
is_in_shadow:idx
0.05
rain_water:kgm2
0.02
snow_density:kgm3
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1.399999976158142
521
3.0%
2,892
2.5%
1.5
493
2.8%
3,077
2.6%
1.600000023841858
493
2.8%
3,167
2.7%
1.7000000476837158
483
2.7%
3,158
2.7%
1.2999999523162842
427
2.4%
2,920
2.5%
1.7999999523162842
415
2.4%
2,903
2.5%
2.0999999046325684
393
2.2%
2,770
2.4%
2.0
383
2.2%
2,873
2.5%
1.899999976158142
380
2.2%
2,991
2.6%
2.4000000953674316
372
2.1%
2,689
2.3%
3.700000047683716
366
2.1%
2,065
1.8%
1.100000023841858
365
2.1%
2,576
2.2%
1.2000000476837158
361
2.1%
2,704
2.3%
1.0
355
2.0%
2,135
1.8%
2.5
352
2.0%
2,540
2.2%
SMALLEST VALUES
0.10000000149011612
6
<0.1%
52
<0.1%
0.20000000298023224
28
0.2%
173
0.1%
0.30000001192092896
47
0.3%
412
0.4%
0.4000000059604645
91
0.5%
621
0.5%
0.5
103
0.6%
800
0.7%
0.6000000238418579
154
0.9%
1,026
0.9%
0.699999988079071
180
1.0%
1,389
1.2%
0.800000011920929
206
1.2%
1,522
1.3%
0.8999999761581421
264
1.5%
1,837
1.6%
1.0
355
2.0%
2,135
1.8%
1.100000023841858
365
2.1%
2,576
2.2%
1.2000000476837158
361
2.1%
2,704
2.3%
1.2999999523162842
427
2.4%
2,920
2.5%
1.399999976158142
521
3.0%
2,892
2.5%
1.5
493
2.8%
3,077
2.6%
LARGEST VALUES
10.5
1
<0.1%
31
<0.1%
10.300000190734863
1
<0.1%
30
<0.1%
10.199999809265137
4
<0.1%
39
<0.1%
10.100000381469727
6
<0.1%
43
<0.1%
10.0
2
<0.1%
56
<0.1%
9.899999618530273
3
<0.1%
55
<0.1%
9.800000190734863
6
<0.1%
46
<0.1%
9.699999809265137
3
<0.1%
62
<0.1%
9.600000381469727
4
<0.1%
53
<0.1%
9.5
3
<0.1%
74
<0.1%
9.399999618530273
4
<0.1%
81
<0.1%
9.300000190734863
4
<0.1%
95
<0.1%
9.199999809265137
5
<0.1%
89
<0.1%
9.100000381469727
7
<0.1%
75
<0.1%
9.0
8
<0.1%
110
<0.1%
wind_speed_u_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
visibility:m
-0.40
wind_speed_10m:ms
0.32
relative_humidity_1000hPa:p
0.32
effective_cloud_cover:p
0.27
ceiling_height_agl:m
-0.26
cloud_base_agl:m
-0.26
total_cloud_cover:p
0.22
fresh_snow_12h:cm
0.22
fresh_snow_24h:cm
0.22
precip_5min:mm
0.22
dew_point_2m:K
0.21
absolute_humidity_2m:gm3
0.21
fresh_snow_6h:cm
0.18
fresh_snow_3h:cm
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.24
super_cooled_liquid_water:kgm2
0.18
snow_density:kgm3
0.07
rain_water:kgm2
0.07
is_in_shadow:idx
0.03
is_day:idx
0.03
dew_or_rime:idx
0.01
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.699999988079071
341
1.9%
1,420
1.2%
-1.600000023841858
300
1.7%
1,618
1.4%
0.8999999761581421
291
1.7%
1,459
1.2%
-0.4000000059604645
283
1.6%
1,601
1.4%
0.6000000238418579
282
1.6%
1,454
1.2%
0.4000000059604645
280
1.6%
1,352
1.2%
-0.30000001192092896
276
1.6%
1,441
1.2%
0.800000011920929
269
1.5%
1,448
1.2%
-1.899999976158142
265
1.5%
1,402
1.2%
-2.0
264
1.5%
1,330
1.1%
-1.5
262
1.5%
1,682
1.4%
-0.5
252
1.4%
1,553
1.3%
-1.7999999523162842
251
1.4%
1,503
1.3%
-0.8999999761581421
243
1.4%
1,675
1.4%
0.5
241
1.4%
1,408
1.2%
SMALLEST VALUES
-7.199999809265137
2
<0.1%
2
<0.1%
-7.099999904632568
3
<0.1%
5
<0.1%
-7.0
3
<0.1%
4
<0.1%
-6.900000095367432
5
<0.1%
2
<0.1%
-6.800000190734863
7
<0.1%
2
<0.1%
-6.699999809265137
5
<0.1%
1
<0.1%
-6.599999904632568
7
<0.1%
8
<0.1%
-6.5
3
<0.1%
28
<0.1%
-6.400000095367432
5
<0.1%
16
<0.1%
-6.300000190734863
4
<0.1%
13
<0.1%
-6.199999809265137
3
<0.1%
17
<0.1%
-6.099999904632568
1
<0.1%
16
<0.1%
-6.0
2
<0.1%
15
<0.1%
-5.900000095367432
3
<0.1%
16
<0.1%
-5.800000190734863
12
<0.1%
32
<0.1%
LARGEST VALUES
10.100000381469727
1
<0.1%
21
<0.1%
10.0
2
<0.1%
23
<0.1%
9.899999618530273
5
<0.1%
39
<0.1%
9.800000190734863
1
<0.1%
42
<0.1%
9.699999809265137
4
<0.1%
43
<0.1%
9.600000381469727
1
<0.1%
55
<0.1%
9.5
3
<0.1%
55
<0.1%
9.399999618530273
2
<0.1%
64
<0.1%
9.300000190734863
4
<0.1%
68
<0.1%
9.199999809265137
3
<0.1%
63
<0.1%
9.100000381469727
6
<0.1%
75
<0.1%
9.0
8
<0.1%
90
<0.1%
8.899999618530273
7
<0.1%
62
<0.1%
8.800000190734863
6
<0.1%
88
<0.1%
8.699999809265137
10
<0.1%
87
<0.1%
wind_speed_v_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_energy_1h:J
-0.25
clear_sky_rad:W
-0.24
diffuse_rad_1h:J
-0.23
diffuse_rad:W
-0.22
sun_elevation:d
-0.21
direct_rad_1h:J
-0.17
direct_rad:W
-0.16
visibility:m
0.15
wind_speed_10m:ms
0.12
t_1000hPa:K
0.10
ceiling_height_agl:m
0.09
relative_humidity_1000hPa:p
-0.09
total_cloud_cover:p
0.08
effective_cloud_cover:p
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.19
is_day:idx
0.17
snow_density:kgm3
0.12
precip_type_5min:idx
0.07
rain_water:kgm2
0.06
super_cooled_liquid_water:kgm2
0.04
dew_or_rime:idx
0.01
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.8999999761581421
518
2.9%
2,579
2.2%
1.0
511
2.9%
2,747
2.3%
1.2999999523162842
485
2.8%
2,596
2.2%
1.100000023841858
475
2.7%
2,735
2.3%
1.5
468
2.7%
2,198
1.9%
1.399999976158142
459
2.6%
2,495
2.1%
0.6000000238418579
458
2.6%
2,717
2.3%
0.800000011920929
451
2.6%
2,569
2.2%
1.2000000476837158
444
2.5%
2,599
2.2%
1.600000023841858
439
2.5%
2,119
1.8%
0.699999988079071
426
2.4%
2,822
2.4%
1.7000000476837158
420
2.4%
1,905
1.6%
0.5
399
2.3%
2,683
2.3%
0.30000001192092896
366
2.1%
2,485
2.1%
0.4000000059604645
361
2.1%
2,709
2.3%
SMALLEST VALUES
-5.300000190734863
7
<0.1%
34
<0.1%
-5.199999809265137
3
<0.1%
37
<0.1%
-5.099999904632568
4
<0.1%
58
<0.1%
-5.0
4
<0.1%
56
<0.1%
-4.900000095367432
5
<0.1%
60
<0.1%
-4.800000190734863
3
<0.1%
62
<0.1%
-4.699999809265137
4
<0.1%
62
<0.1%
-4.599999904632568
5
<0.1%
74
<0.1%
-4.5
8
<0.1%
70
<0.1%
-4.400000095367432
10
<0.1%
83
<0.1%
-4.300000190734863
3
<0.1%
92
<0.1%
-4.199999809265137
4
<0.1%
124
0.1%
-4.099999904632568
11
<0.1%
120
0.1%
-4.0
13
<0.1%
154
0.1%
-3.9000000953674316
7
<0.1%
179
0.2%
LARGEST VALUES
6.800000190734863
1
<0.1%
24
<0.1%
6.699999809265137
1
<0.1%
20
<0.1%
6.599999904632568
8
<0.1%
23
<0.1%
6.5
2
<0.1%
32
<0.1%
6.400000095367432
5
<0.1%
31
<0.1%
6.300000190734863
4
<0.1%
46
<0.1%
6.199999809265137
7
<0.1%
39
<0.1%
6.099999904632568
7
<0.1%
55
<0.1%
6.0
10
<0.1%
54
<0.1%
5.900000095367432
14
<0.1%
64
<0.1%
5.800000190734863
15
<0.1%
76
<0.1%
5.699999809265137
16
<0.1%
92
<0.1%
5.599999904632568
14
<0.1%
82
<0.1%
5.5
12
<0.1%
109
<0.1%
5.400000095367432
11
<0.1%
94
<0.1%
wind_speed_w_1000hPa:ms
MISSING:
---
---
TOP CATEGORIES
-0.0
17,576
100%
116,897
>99%
0.10000000149011612
0
0%
32
<1%
ALL
17,576
100%
116,929
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
wind_speed_w_1000hPa:ms
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
precip_type_5min:idx
0.00
rain_water:kgm2
0.00
snow_density:kgm3
0.00
super_cooled_liquid_water:kgm2
0.00
is_day:idx
-0.00
is_in_shadow:idx
-0.00
dew_or_rime:idx
-0.00

THESE FEATURES
GIVE INFORMATION
ON wind_speed_w_1000hPa:ms:
dew_or_rime:idx
1.00
elevation:m
1.00
is_day:idx
1.00
is_in_shadow:idx
1.00
precip_type_5min:idx
1.00
rain_water:kgm2
1.00
snow_density:kgm3
1.00
snow_drift:idx
1.00
super_cooled_liquid_water:kgm2
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
wind_speed_w_1000hPa:ms
CORRELATION RATIO WITH...
absolute_humidity_2m:gm3
0.00
air_density_2m:kgm3
0.00
ceiling_height_agl:m
0.00
clear_sky_energy_1h:J
0.00
clear_sky_rad:W
0.00
cloud_base_agl:m
0.00
dew_point_2m:K
0.00
diffuse_rad:W
0.00
diffuse_rad_1h:J
0.00
direct_rad:W
0.00
direct_rad_1h:J
0.00
effective_cloud_cover:p
0.00
fresh_snow_12h:cm
0.00
fresh_snow_1h:cm
0.00